huimori_1.3_analysis

library(tidyverse)

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library(sf)

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library(data.table)

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library(ncdf4)
library(httr)
library(exactextractr)
library(huimori)

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library(readxl)
library(arrow)

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library(stringi)
library(plyr)

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library(chopin)
library(geosphere)
library(tidymodels)

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library(spatialsample)
library(finetune)
library(vip)

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library(future)
library(future.apply)
library(future.mirai)

options(tibble.width = Inf)

1.3에 반영해야할 점

• ㅇ

1 경로 정리

# 작업위치 경로
chr_dir_huimori <- file.path(Sys.getenv("HOME"), "huimori")
setwd(chr_dir_huimori)
target_dir <- file.path(chr_dir_huimori, "daehoon/processed_files")
if (!dir.exists(target_dir)) dir.create(target_dir, recursive = TRUE)

# 절대경로
chr_dir_data <- "/mnt/hdd001/Korea"
chr_dir_git <- file.path(Sys.getenv("HOME"), "histmap-ko")

## 미세먼지 측정소 위치
chr_monitors_file <- file.path(chr_dir_git, "data/sites", "sites_history_cleaning_20250311.xlsx")

# 미세먼지 측정 값
chr_measurement_dir <- file.path(chr_dir_data, "airquality", "outdoor")
chr_measurement_file <- file.path(chr_measurement_dir, "sites_airkorea_2010_2023_spt_yd.parquet")

# 토지피복
chr_landuse_file <- list.files(file.path(chr_dir_data, "landuse", "glc_fcs30d"), pattern = "tif$", full.names = TRUE)

# 고도
chr_dem_file <- file.path(chr_dir_data, "elevation", "kngii_2022_merged_res30d.tif")
chr_dsm_file <- file.path(chr_dir_data, "elevation", "copernicus_korea_30m.tif")

# 도로
chr_road_files <- list.files(file.path(chr_dir_data, "transportation", "nodelink", "data"), pattern = "MOCT_LINK.shp$", recursive = TRUE, full.names = TRUE)

# 황사
chr_asos_file <- file.path(chr_dir_data, "weather", "data", "asos_2010_2023.parquet")
chr_asos_site_file <- file.path(chr_dir_data, "weather", "data", "asos_sites.xlsx")

# 유역
chr_korea_watershed <- file.path(chr_dir_data, "watersheds", "data", "watershed-korea.gpkg")

# 지형(multi-scale topographic position index)
chr_mtpi_file <- file.path(chr_dir_data, "elevation", "kngii_90m_mtpi.tif")
chr_mtpi_1km_file <- terra::rast(chr_mtpi_file) |> 
  terra::aggregate(fact = 11, fun = "mean", na.rm = TRUE) |> 
  terra::writeRaster(file.path(chr_dir_data, "elevation", "kngii_1km_mtpi.tif"), overwrite = TRUE) |> 
  terra::sources()

# 토지피복 빈도
chr_landuse_freq_file <- file.path(chr_dir_data, "landuse", sprintf("glc_freq_%d.tif", as.integer(stringi::stri_extract_first_regex(chr_landuse_file, "20[0-2][0-9]"))))

# 토지피복
chr_landuse_files <- list.files(
  file.path(chr_dir_data, "landuse", "glc_fcs30d"),
  pattern = ".tif$",
  full.names = TRUE
)

# 점 오염원
chr_file_emission_locs <- file.path(chr_dir_data, "emission", "data", "emission_location.gpkg")

# 한국지도
geodata::geodata_path(file.path("~", "geodatacache"))
sf_korea_all <- geodata::gadm(country = "KOR", level = 0) |>
  sf::st_as_sf() |>
  sf::st_transform("EPSG:5179")

2 기존 변수 점검

2.1 측정소 데이터 sf_monitors_correct 생성

의존하는 dt_measurements, sf_monitors_base, sf_monitors_correct 생성

dt_measurements <- nanoparquet::read_parquet(chr_measurement_file)
dt_measurements <- as.data.table(dt_measurements)
dt_measurements[, datehour := datehour + hours(9)]
dt_measurements[, date := as.IDate(date + hours(9))]
cols_to_fix <- c("SO2", "CO", "O3", "NO2", "PM10", "PM25")
dt_measurements[, (cols_to_fix) := lapply(.SD, function(x) ifelse(x < 0, NA, x)), 
                .SDcols = cols_to_fix]

# 1. 데이터 읽기
sites <- readxl::read_excel(chr_monitors_file)

# 2. 데이터 클리닝 및 전처리
sites_c <- sites |>
  dplyr::filter(!grepl("(광화학|중금속|산성|유해)", site_type)) |>
  dplyr::arrange(TMSID, site_type, year) |>
  dplyr::filter(!grepl("\\-[1-9]$", TMSID)) |>
  dplyr::ungroup() |>
  # pre-cleaning: detect max year
  dplyr::group_by(TMSID, site_type) |>
  dplyr::mutate(year_max = max(year)) |>
  dplyr::ungroup() |>
  # distinct rows by selected fields
  dplyr::distinct(
    TMSID, date_start, date_end, coords_google, floor,
    .keep_all = TRUE
  ) |>
  dplyr::mutate(
    date_start = as.POSIXct(date_start, tz = "Asia/Seoul"),
    date_end = as.POSIXct(date_end, tz = "Asia/Seoul")
  ) |>
  dplyr::group_by(TMSID) |>
  # Assign first and last row
  dplyr::mutate(
    date_start = replace(date_start, dplyr::row_number() == 1, unique(fill_date(date_start, min(year), TRUE))),
    date_end = replace(date_end, dplyr::row_number() == dplyr::n(), unique(fill_date(date_end, max(year_max), start = FALSE)))
  ) |>
  # if no location changes were detected and date_start and date_end are NAs,
  # use the minimum year to assign date_start and the maximum year to assign date_end.
  dplyr::mutate(
    date_start = ifelse(dplyr::n() == 1 & is.na(date_start), as.POSIXct(sprintf("%d0101010000", year), format = "%Y%m%d%H%M%S", tz = "Asia/Seoul"), date_start),
    date_end = ifelse(dplyr::n() == 1 & is.na(date_end), as.POSIXct(sprintf("%d1231230000", year_max), format = "%Y%m%d%H%M%S", tz = "Asia/Seoul"), date_end)
  ) |>
  dplyr::filter(!(is.na(date_start) & is.na(date_end))) |>
  dplyr::mutate(
    date_end = ifelse(is.na(date_end), dplyr::lead(date_end), date_end)
  ) |>
  dplyr::ungroup() |>
  dplyr::filter(!is.na(date_start)) |>
  dplyr::mutate(
    date_start = as.POSIXct(date_start, tz = "Asia/Seoul"),
    date_end = as.POSIXct(date_end, tz = "Asia/Seoul")
  )

Warning: There were 557 warnings in `dplyr::mutate()`.
The first warning was:
ℹ In argument: `date_start = replace(...)`.
ℹ In group 6: `TMSID = "111131"`.
Caused by warning in `NextMethod()`:
! number of items to replace is not a multiple of replacement length
ℹ Run `dplyr::last_dplyr_warnings()` to see the 556 remaining warnings.

# 3. Lookup 테이블 정의
check_lookup <- c("[도시대기측정망]", "[도로변대기측정망]", "[PM2.5성분측정망]", "[교외대기측정망]",
                  "[항만측정망]", "[국가배경농도(도서)측정망]", "[대기오염집중측정망]")
target_lookup <- c("Urban", "Roadside", "PM2.5", "Suburban",
                   "Port", "Island", "Concentrated")

# 4. 최종 결과 생성 (sf_monitors_base)
sf_monitors_base <- sites_c |>
  dplyr::select(TMSID, site_type, dplyr::starts_with("date_"), dplyr::starts_with("coords_google")) |>
  dplyr::distinct() |>
  dplyr::rowwise() |>
  dplyr::mutate(
    lon = as.numeric(stringi::stri_split_fixed(coords_google, pattern = ", ")[[1]][2]),
    lat = as.numeric(stringi::stri_split_fixed(coords_google, pattern = ", ")[[1]][1])
  ) |>
  dplyr::ungroup() |>
  dplyr::mutate(
    site_type = sub(" ", "", site_type),
    site_type = plyr::mapvalues(site_type, check_lookup, target_lookup),
    site_type = factor(site_type, levels = target_lookup[c(1, 2, 4, 5, 3, 6, 7)])
  ) |>
  dplyr::group_by(TMSID) |>
  dplyr::mutate(TMSID2 = paste0(TMSID, LETTERS[seq_len(length(TMSID))])) |>
  dplyr::ungroup()

# 1. 연간 요약 데이터 생성
# dt_measurements가 메모리에 로드되어 있어야 함
ak_sites_annual <- huimori::summarize_annual(
  data = dt_measurements,
  timeflag = "date"
)

# 2. 측정소 이전 거리(Relocation distance) 계산
sites_cfd <- sf_monitors_base |>
  dplyr::arrange(TMSID, date_start) |>
  dplyr::group_by(TMSID) |>
  dplyr::mutate(lon2 = lag(lon), lat2 = lag(lat)) |>
  dplyr::rowwise() |>
  dplyr::mutate(
    dist_m = geosphere::distGeo(c(lon, lat), c(lon2, lat2))
  ) |>
  dplyr::ungroup()

# 3. 시공간 범위 확장 (연도별 전개)
sites_fullrange <- sites_cfd |>
  dplyr::group_by(TMSID, TMSID2) |>
  dplyr::filter(!is.na(date_start) & !is.na(date_end)) |>
  tidyr::nest() |>
  dplyr::mutate(
    year_all = purrr::map(data, function(df) {
      ystart <- lubridate::year(df$date_start)
      yend   <- lubridate::year(df$date_end)
      data.frame(year = seq(ystart, yend))
    })
  ) |>
  tidyr::unnest(cols = c(year_all, data)) |>
  dplyr::ungroup()

# 4. 공간 데이터(sf) 변환 및 측정 데이터 결합
sf_monitors_correct <- sites_fullrange |>
  dplyr::filter(!is.na(lon)) |>
  sf::st_as_sf(
    coords = c("lon", "lat"),
    crs = 4326
  ) |>
  sf::st_transform(5179) |>
  dplyr::full_join(
    ak_sites_annual,
    by = c("TMSID", "TMSID2", "year")
  ) |>
  dplyr::filter(!sf::st_is_empty(geometry))

2.2 변수 생성

2.2.1 도로, 고도, 지형

## 도로와의 거리 `df_feat_correct_d_road`
target_road_file <- chr_road_files[length(chr_road_files)]
road <- sf::st_read(target_road_file, quiet = TRUE) |>
  sf::st_transform(sf::st_crs(sf_monitors_correct)) |>
  dplyr::filter(!ROAD_TYPE %in% c("002", "004") & ROAD_USE == 0)

nearest_idx <- sf::st_nearest_feature(
  x = sf_monitors_correct,
  y = road
)
road_nearest <- road[nearest_idx, ]
dist_road_nearest <- sf::st_distance(
  x = sf_monitors_correct,
  y = road_nearest,
  by_element = TRUE
)
df_feat_correct_d_road <- sf_monitors_correct |>
  dplyr::select(TMSID, TMSID2, year) |>
  dplyr::mutate(
    d_road = dist_road_nearest
  ) |> sf::st_drop_geometry()
df_feat_correct_d_road |> head() # 6010행

## 고도 `df_feat_correct_dem`, `df_feat_correct_dsm`
df_feat_correct_dem <- chopin::extract_at(
  x = chr_dem_file,
  y = sf_monitors_correct,
  radius = 1e-6,
  force_df = TRUE
) |>
  dplyr::rename(dem = mean)

Input is a character. Attempt to read it with terra::rast...

df_feat_correct_dem |> head()   # 6010행

df_feat_correct_dsm <- chopin::extract_at(
  x = chr_dsm_file,
  y = sf_monitors_correct,
  radius = 1e-6,
  force_df = TRUE
) |>
  dplyr::rename(dsm = mean) 

Input is a character. Attempt to read it with terra::rast...

df_feat_correct_dsm |> head()    # 6010행

## mtpi, mtpi_1km
df_feat_correct_mtpi <- chopin::extract_at(
  x = terra::rast(chr_mtpi_file),
  y = sf_monitors_correct,
  radius = 1e-6,
  force_df = TRUE
) |> dplyr::rename(mtpi = mean) 

df_feat_correct_mtpi_1km <- chopin::extract_at(
  x = terra::rast(chr_mtpi_1km_file),
  y = sf_monitors_correct,
  radius = 1e-6,
  force_df = TRUE
) |> dplyr::rename(mtpi_1km = mean) 

2.2.2 landuse 추가

chr_landuse_freq_file에 대한 정보 일람.

sample_ras <- terra::rast(chr_landuse_freq_file[1])
terra::nlyr(sample_ras)
names(sample_ras)
[1] 25
 [1] "Frequency of class 0"   "Frequency of class 10"  "Frequency of class 11"
 [4] "Frequency of class 20"  "Frequency of class 51"  "Frequency of class 52"
 [7] "Frequency of class 61"  "Frequency of class 62"  "Frequency of class 71"
[10] "Frequency of class 72"  "Frequency of class 81"  "Frequency of class 82"
[13] "Frequency of class 91"  "Frequency of class 120" "Frequency of class 130"
[16] "Frequency of class 140" "Frequency of class 150" "Frequency of class 181"
[19] "Frequency of class 182" "Frequency of class 183" "Frequency of class 186"
[22] "Frequency of class 187" "Frequency of class 190" "Frequency of class 200"
[25] "Frequency of class 210"

# 1. 병렬 처리 설정
plan(mirai_multisession, workers = 16)

# 2. 토지피복 데이터 병렬 추출 및 1년 시차(Lag) 필터링
# sf_monitors_correct는 6,010행의 데이터셋
df_feat_correct_landuse <- future_lapply(chr_landuse_freq_file, function(file_path) {
  
  # 현재 처리 중인 래스터 연도 추출
  this_year <- as.numeric(gsub(".*_([0-9]{4})\\.tif", "\\1", file_path))
  
  # 래스터 로드 및 평균값(mean) 추출
  landuse_ras <- terra::rast(file_path)
  extracted <- chopin::extract_at(
    x = landuse_ras,
    y = sf_monitors_correct,
    radius = 100,
    func = "mean",
    force_df = TRUE
  )
  
  # 컬럼명 정제 및 식별자 추가
  colnames(extracted) <- gsub(".*class ", "lc_", colnames(extracted))
  
  # 결합용 키(Key) 생성
  extracted$TMSID2 <- sf_monitors_correct$TMSID2
  extracted$year <- sf_monitors_correct$year # 측정소 관측 연도 (2010~2023)
  extracted$data_year <- this_year           # 토지피복 데이터 연도 (2009~2022)
  
  # 필터링: 측정소 연도가 토지피복 연도보다 1년 뒤인 행만 유지
  # 예: 2010년 측정소 데이터에는 2009년 토지피복이 매칭됨
  extracted_filtered <- extracted[extracted$year == (this_year + 1), ]
  
  return(extracted_filtered)
  
}, future.packages = c("terra", "chopin")) %>% 
  bind_rows()

# 병렬 처리 종료
plan(sequential)
nanoparquet::write_parquet(df_feat_correct_landuse, file.path(target_dir, "df_feat_correct_landuse.parquet"))

df_feat_correct_landuse <- nanoparquet::read_parquet(file.path(target_dir, "df_feat_correct_landuse.parquet"))

print(head(df_feat_correct_landuse,10))

# A data frame: 10 × 28
    lc_0     lc_10  lc_11    lc_20     lc_51    lc_52    lc_61    lc_62
 * <dbl>     <dbl>  <dbl>    <dbl>     <dbl>    <dbl>    <dbl>    <dbl>
 1     0 0         0.0635 0.00208  0.000284  0        0.00565  0.0114  
 2     0 0.0000661 0.0537 0.00178  0.000284  0        0.00637  0.00868 
 3     0 0.00115   0.0397 0.000353 0.000412  0        0.00323  0.00386 
 4     0 0.0102    0.0542 0.000814 0.0000996 0        0.00396  0.0193  
 5     0 0.0111    0.0785 0.00156  0.000284  0        0.00425  0.0245  
 6     0 0.00178   0.172  0.00267  0.0133    0        0.0123   0.181   
 7     0 0.00148   0.147  0.00227  0.000692  0        0.00628  0.0580  
 8     0 0.000402  0.127  0.00443  0         0        0.000697 0       
 9     0 0.000383  0.124  0.00317  0         0.000197 0.00274  0.000688
10     0 0.000568  0.0478 0.00114  0.00394   0        0.00198  0.216   
        lc_71     lc_72 lc_81   lc_82    lc_91 lc_120 lc_130 lc_140   lc_150
 *      <dbl>     <dbl> <dbl>   <dbl>    <dbl>  <dbl>  <dbl>  <dbl>    <dbl>
 1 0          0.000568      0 0       0             0      0      0 0       
 2 0.000281   0.00114       0 0       0             0      0      0 0       
 3 0.00000980 0             0 0       0             0      0      0 0       
 4 0          0             0 0       0             0      0      0 0       
 5 0          0             0 0       0             0      0      0 0       
 6 0.00200    0.00445       0 0.00119 0.000866      0      0      0 0.000284
 7 0          0.0000385     0 0       0             0      0      0 0       
 8 0          0             0 0       0.000712      0      0      0 0       
 9 0          0             0 0       0.000284      0      0      0 0       
10 0.000290   0.00196       0 0.00369 0             0      0      0 0       
     lc_181  lc_182   lc_183 lc_186 lc_187 lc_190   lc_200    lc_210 TMSID2 
 *    <dbl>   <dbl>    <dbl>  <dbl>  <dbl>  <dbl>    <dbl>     <dbl> <chr>  
 1 0        0       0.000568      0      0  0.886 0        0.0299    111121A
 2 0        0       0.00104       0      0  0.921 0        0.00607   111122A
 3 0        0       0             0      0  0.946 0        0.00568   111123A
 4 0        0       0             0      0  0.910 0        0.00127   111124A
 5 0        0       0             0      0  0.880 0        0.000185  111125A
 6 0        0       0             0      0  0.606 0.000166 0.00160   111131A
 7 0        0.00273 0.000163      0      0  0.771 0.000568 0.00938   111141A
 8 0.000350 0.00387 0.00844       0      0  0.656 0        0.199     111142A
 9 0        0.00382 0.0122        0      0  0.500 0        0.353     111143A
10 0        0       0             0      0  0.723 0.000102 0.0000343 111151A
    year data_year
 * <dbl>     <dbl>
 1  2010      2009
 2  2010      2009
 3  2010      2009
 4  2010      2009
 5  2010      2009
 6  2010      2009
 7  2010      2009
 8  2010      2009
 9  2010      2009
10  2010      2009

2.2.3 emittors

## emittors
sf_emission_locs <- sf::st_read(chr_file_emission_locs, quiet = TRUE) |>
  sf::st_transform(5179) |>
  dplyr::filter(영업상태구분코드 == "01")

sf_korea_watershed <- sf::st_read(chr_korea_watershed, quiet = TRUE) |>
  sf::st_transform(5179)

df_feat_correct_emittors <- gw_emittors(
  input = sf_monitors_correct,
  target = sf_emission_locs,
  clip = sf_korea_watershed,
  wfun = "gaussian",         # 가우시안 가중치 함수 사용
  bw = 5000,                 # 대역폭(Bandwidth) 5km 설정
  dist_method = "geodesic"   # 지대거리(測地線, 대권거리) 계산 방식
) |>
  sf::st_drop_geometry() |>
  # gw_emission 열 이름을 n_emittors_watershed로 변경
  dplyr::rename(n_emittors_watershed = gw_emission) |> 
  dplyr::select(n_emittors_watershed)

2.2.4 변수들 모두 합치기: df_feat_correct_merged

df_feat_correct_merged <- purrr::reduce(
  .x = list(
    sf_monitors_correct,
    df_feat_correct_d_road
  ),
  .f = collapse::join,
  on = c("TMSID", "TMSID2", "year")
) %>%
  # 3. 리스트 형태의 데이터 추출 및 컬럼 추가
  dplyr::mutate(
    dsm = unlist(df_feat_correct_dsm),
    dem = unlist(df_feat_correct_dem),
    # n_emittors_watershed = unlist(df_feat_correct_emittors$n_emittors_watershed),
    mtpi = unlist(df_feat_correct_mtpi),
    mtpi_1km = unlist(df_feat_correct_mtpi_1km)
  ) %>%
  # 4. 단위 변환 및 데이터 타입 정제
  dplyr::mutate(
    d_road = as.numeric(d_road) / 1000,           # m 단위를 km로 변환
    dsm = as.numeric(dsm),
    dem = as.numeric(dem),
    mtpi = as.numeric(mtpi),
    # n_emittors_watershed = ifelse(is.na(n_emittors_watershed), 0, as.numeric(n_emittors_watershed))
  ) %>%
  # 4. 토지 이용 데이터 옆으로 결합
  dplyr::bind_cols(
    df_feat_correct_landuse %>% dplyr::select(dplyr::starts_with("lc"))
  ) %>%
  as.data.frame()

left join: out[TMSID, TMSID2, year] 6010/6010 (100%) <1:1st> elt[TMSID, TMSID2, year] 6010/6010 (100%)

# 최종 결과 확인
print(df_feat_correct_merged)

      TMSID  TMSID2 site_type          date_start            date_end
1    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
3    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
4    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
5    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
6    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
7    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
8    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
9    111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
10   111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
11   111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
12   111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
13   111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
14   111121 111121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
15   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
16   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
17   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
18   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
19   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
20   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
21   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
22   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
23   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
24   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
25   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
26   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
27   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
28   111122 111122A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
29   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
30   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
31   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
32   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
33   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
34   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
35   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
36   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
37   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
38   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
39   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
40   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
41   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
42   111123 111123A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
43   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
44   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
45   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
46   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
47   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
48   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
49   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
50   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
51   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
52   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
53   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
54   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
55   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
56   111124 111124A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
57   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
58   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
59   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
60   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
61   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
62   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
63   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
64   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
65   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
66   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
67   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
68   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
69   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
70   111125 111125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
71   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
72   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
73   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
74   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
75   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
76   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
77   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
78   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
79   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
80   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
81   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
82   111131 111131A     Urban 2010-01-01 01:00:00 2021-10-15 09:00:00
83   111131 111131B     Urban 2021-10-29 09:00:00 2023-12-31 23:00:00
84   111131 111131B     Urban 2021-10-29 09:00:00 2023-12-31 23:00:00
85   111131 111131B     Urban 2021-10-29 09:00:00 2023-12-31 23:00:00
86   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
87   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
88   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
89   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
90   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
91   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
92   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
93   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
94   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
95   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
96   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
97   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
98   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
99   111141 111141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
100  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
101  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
102  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
103  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
104  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
105  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
106  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
107  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
108  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
109  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
110  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
111  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
112  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
113  111142 111142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
114  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
115  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
116  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
117  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
118  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
119  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
120  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
121  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
122  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
123  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
124  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
125  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
126  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
127  111143 111143A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
128  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
129  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
130  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
131  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
132  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
133  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
134  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
135  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
136  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
137  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
138  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
139  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
140  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
141  111151 111151A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
142  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
143  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
144  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
145  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
146  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
147  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
148  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
149  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
150  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
151  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
152  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
153  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
154  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
155  111152 111152A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
156  111153 111153A  Roadside 2010-01-01 01:00:00 2015-12-31 23:00:00
157  111153 111153A  Roadside 2010-01-01 01:00:00 2015-12-31 23:00:00
158  111153 111153A  Roadside 2010-01-01 01:00:00 2015-12-31 23:00:00
159  111153 111153A  Roadside 2010-01-01 01:00:00 2015-12-31 23:00:00
160  111153 111153A  Roadside 2010-01-01 01:00:00 2015-12-31 23:00:00
161  111153 111153A  Roadside 2010-01-01 01:00:00 2015-12-31 23:00:00
162  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
163  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
164  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
165  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
166  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
167  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
168  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
169  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
170  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
171  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
172  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
173  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
174  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
175  111154 111154A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
176  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
177  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
178  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
179  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
180  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
181  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
182  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
183  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
184  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
185  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
186  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
187  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
188  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
189  111161 111161A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
190  111162 111162A  Roadside 2012-01-01 01:00:00 2017-06-07 09:00:00
191  111162 111162A  Roadside 2012-01-01 01:00:00 2017-06-07 09:00:00
192  111162 111162A  Roadside 2012-01-01 01:00:00 2017-06-07 09:00:00
193  111162 111162A  Roadside 2012-01-01 01:00:00 2017-06-07 09:00:00
194  111162 111162A  Roadside 2012-01-01 01:00:00 2017-06-07 09:00:00
195  111162 111162A  Roadside 2012-01-01 01:00:00 2017-06-07 09:00:00
196  111162 111162B  Roadside 2017-06-11 09:00:00 2023-12-31 23:00:00
197  111162 111162B  Roadside 2017-06-11 09:00:00 2023-12-31 23:00:00
198  111162 111162B  Roadside 2017-06-11 09:00:00 2023-12-31 23:00:00
199  111162 111162B  Roadside 2017-06-11 09:00:00 2023-12-31 23:00:00
200  111162 111162B  Roadside 2017-06-11 09:00:00 2023-12-31 23:00:00
201  111162 111162B  Roadside 2017-06-11 09:00:00 2023-12-31 23:00:00
202  111162 111162B  Roadside 2017-06-11 09:00:00 2023-12-31 23:00:00
203  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
204  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
205  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
206  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
207  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
208  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
209  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
210  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
211  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
212  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
213  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
214  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
215  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
216  111171 111171A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
217  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
218  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
219  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
220  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
221  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
222  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
223  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
224  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
225  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
226  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
227  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
228  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
229  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
230  111181 111181A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
231  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
232  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
233  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
234  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
235  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
236  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
237  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
238  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
239  111191 111191A     Urban 2010-01-01 01:00:00 2018-10-18 09:00:00
240  111191 111191B     Urban 2018-11-09 09:00:00 2023-12-31 23:00:00
241  111191 111191B     Urban 2018-11-09 09:00:00 2023-12-31 23:00:00
242  111191 111191B     Urban 2018-11-09 09:00:00 2023-12-31 23:00:00
243  111191 111191B     Urban 2018-11-09 09:00:00 2023-12-31 23:00:00
244  111191 111191B     Urban 2018-11-09 09:00:00 2023-12-31 23:00:00
245  111191 111191B     Urban 2018-11-09 09:00:00 2023-12-31 23:00:00
246  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
247  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
248  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
249  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
250  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
251  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
252  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
253  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
254  111201 111201A     Urban 2010-01-01 01:00:00 2018-07-25 09:00:00
255  111201 111201B     Urban 2018-08-07 09:00:00 2023-12-31 23:00:00
256  111201 111201B     Urban 2018-08-07 09:00:00 2023-12-31 23:00:00
257  111201 111201B     Urban 2018-08-07 09:00:00 2023-12-31 23:00:00
258  111201 111201B     Urban 2018-08-07 09:00:00 2023-12-31 23:00:00
259  111201 111201B     Urban 2018-08-07 09:00:00 2023-12-31 23:00:00
260  111201 111201B     Urban 2018-08-07 09:00:00 2023-12-31 23:00:00
261  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
262  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
263  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
264  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
265  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
266  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
267  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
268  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
269  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
270  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
271  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
272  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
273  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
274  111202 111202A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
275  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
276  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
277  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
278  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
279  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
280  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
281  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
282  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
283  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
284  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
285  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
286  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
287  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
288  111212 111212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
289  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
290  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
291  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
292  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
293  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
294  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
295  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
296  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
297  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
298  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
299  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
300  111213 111213A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
301  111214 111214A     PM2.5 2017-01-01 01:00:00 2023-12-31 23:00:00
302  111214 111214A     PM2.5 2017-01-01 01:00:00 2023-12-31 23:00:00
303  111214 111214A     PM2.5 2017-01-01 01:00:00 2023-12-31 23:00:00
304  111214 111214A     PM2.5 2017-01-01 01:00:00 2023-12-31 23:00:00
305  111214 111214A     PM2.5 2017-01-01 01:00:00 2023-12-31 23:00:00
306  111214 111214A     PM2.5 2017-01-01 01:00:00 2023-12-31 23:00:00
307  111214 111214A     PM2.5 2017-01-01 01:00:00 2023-12-31 23:00:00
308  111221 111221A     Urban 2010-01-01 01:00:00 2011-12-21 09:00:00
309  111221 111221A     Urban 2010-01-01 01:00:00 2011-12-21 09:00:00
310  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
311  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
312  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
313  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
314  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
315  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
316  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
317  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
318  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
319  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
320  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
321  111221 111221B     Urban 2012-01-16 09:00:00 2023-12-31 23:00:00
322  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
323  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
324  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
325  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
326  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
327  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
328  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
329  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
330  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
331  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
332  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
333  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
334  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
335  111231 111231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
336  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
337  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
338  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
339  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
340  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
341  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
342  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
343  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
344  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
345  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
346  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
347  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
348  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
349  111232 111232A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
350  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
351  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
352  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
353  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
354  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
355  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
356  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
357  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
358  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
359  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
360  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
361  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
362  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
363  111241 111241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
364  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
365  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
366  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
367  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
368  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
369  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
370  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
371  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
372  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
373  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
374  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
375  111242 111242A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
376  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
377  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
378  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
379  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
380  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
381  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
382  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
383  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
384  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
385  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
386  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
387  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
388  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
389  111251 111251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
390  111261 111261A     Urban 2010-01-01 01:00:00 2012-03-31 09:00:00
391  111261 111261A     Urban 2010-01-01 01:00:00 2012-03-31 09:00:00
392  111261 111261A     Urban 2010-01-01 01:00:00 2012-03-31 09:00:00
393  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
394  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
395  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
396  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
397  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
398  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
399  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
400  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
401  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
402  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
403  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
404  111261 111261B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
405  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
406  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
407  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
408  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
409  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
410  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
411  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
412  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
413  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
414  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
415  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
416  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
417  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
418  111262 111262A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
419  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
420  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
421  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
422  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
423  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
424  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
425  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
426  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
427  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
428  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
429  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
430  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
431  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
432  111263 111263A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
433  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
434  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
435  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
436  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
437  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
438  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
439  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
440  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
441  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
442  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
443  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
444  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
445  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
446  111264 111264A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
447  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
448  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
449  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
450  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
451  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
452  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
453  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
454  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
455  111273 111273A     Urban 2010-01-01 01:00:00 2018-10-29 09:00:00
456  111273 111273B     Urban 2018-11-12 09:00:00 2023-12-31 23:00:00
457  111273 111273B     Urban 2018-11-12 09:00:00 2023-12-31 23:00:00
458  111273 111273B     Urban 2018-11-12 09:00:00 2023-12-31 23:00:00
459  111273 111273B     Urban 2018-11-12 09:00:00 2023-12-31 23:00:00
460  111273 111273B     Urban 2018-11-12 09:00:00 2023-12-31 23:00:00
461  111273 111273B     Urban 2018-11-12 09:00:00 2023-12-31 23:00:00
462  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
463  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
464  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
465  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
466  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
467  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
468  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
469  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
470  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
471  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
472  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
473  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
474  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
475  111274 111274A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
476  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
477  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
478  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
479  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
480  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
481  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
482  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
483  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
484  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
485  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
486  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
487  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
488  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
489  111275 111275A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
490  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
491  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
492  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
493  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
494  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
495  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
496  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
497  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
498  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
499  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
500  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
501  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
502  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
503  111281 111281A     Urban 2010-01-01 01:00:00 2023-07-16 09:00:00
504  111281 111281B     Urban 2023-07-17 09:00:00 2023-12-31 23:00:00
505  111282 111282A  Roadside 2018-11-01 09:00:00 2023-12-31 23:00:00
506  111282 111282A  Roadside 2018-11-01 09:00:00 2023-12-31 23:00:00
507  111282 111282A  Roadside 2018-11-01 09:00:00 2023-12-31 23:00:00
508  111282 111282A  Roadside 2018-11-01 09:00:00 2023-12-31 23:00:00
509  111282 111282A  Roadside 2018-11-01 09:00:00 2023-12-31 23:00:00
510  111282 111282A  Roadside 2018-11-01 09:00:00 2023-12-31 23:00:00
511  111291 111291A     Urban 2010-01-01 01:00:00 2016-12-12 09:00:00
512  111291 111291A     Urban 2010-01-01 01:00:00 2016-12-12 09:00:00
513  111291 111291A     Urban 2010-01-01 01:00:00 2016-12-12 09:00:00
514  111291 111291A     Urban 2010-01-01 01:00:00 2016-12-12 09:00:00
515  111291 111291A     Urban 2010-01-01 01:00:00 2016-12-12 09:00:00
516  111291 111291A     Urban 2010-01-01 01:00:00 2016-12-12 09:00:00
517  111291 111291A     Urban 2010-01-01 01:00:00 2016-12-12 09:00:00
518  111291 111291B     Urban 2016-12-19 09:00:00 2023-12-31 23:00:00
519  111291 111291B     Urban 2016-12-19 09:00:00 2023-12-31 23:00:00
520  111291 111291B     Urban 2016-12-19 09:00:00 2023-12-31 23:00:00
521  111291 111291B     Urban 2016-12-19 09:00:00 2023-12-31 23:00:00
522  111291 111291B     Urban 2016-12-19 09:00:00 2023-12-31 23:00:00
523  111291 111291B     Urban 2016-12-19 09:00:00 2023-12-31 23:00:00
524  111291 111291B     Urban 2016-12-19 09:00:00 2023-12-31 23:00:00
525  111291 111291B     Urban 2016-12-19 09:00:00 2023-12-31 23:00:00
526  111301 111301A     Urban 2010-01-01 01:00:00 2016-02-01 09:00:00
527  111301 111301A     Urban 2010-01-01 01:00:00 2016-02-01 09:00:00
528  111301 111301A     Urban 2010-01-01 01:00:00 2016-02-01 09:00:00
529  111301 111301A     Urban 2010-01-01 01:00:00 2016-02-01 09:00:00
530  111301 111301A     Urban 2010-01-01 01:00:00 2016-02-01 09:00:00
531  111301 111301A     Urban 2010-01-01 01:00:00 2016-02-01 09:00:00
532  111301 111301A     Urban 2010-01-01 01:00:00 2016-02-01 09:00:00
533  111301 111301B     Urban 2016-02-16 09:00:00 2023-12-31 23:00:00
534  111301 111301B     Urban 2016-02-16 09:00:00 2023-12-31 23:00:00
535  111301 111301B     Urban 2016-02-16 09:00:00 2023-12-31 23:00:00
536  111301 111301B     Urban 2016-02-16 09:00:00 2023-12-31 23:00:00
537  111301 111301B     Urban 2016-02-16 09:00:00 2023-12-31 23:00:00
538  111301 111301B     Urban 2016-02-16 09:00:00 2023-12-31 23:00:00
539  111301 111301B     Urban 2016-02-16 09:00:00 2023-12-31 23:00:00
540  111301 111301B     Urban 2016-02-16 09:00:00 2023-12-31 23:00:00
541  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
542  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
543  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
544  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
545  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
546  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
547  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
548  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
549  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
550  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
551  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
552  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
553  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
554  111311 111311A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
555  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
556  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
557  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
558  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
559  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
560  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
561  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
562  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
563  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
564  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
565  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
566  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
567  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
568  111312 111312A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
569  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
570  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
571  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
572  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
573  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
574  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
575  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
576  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
577  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
578  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
579  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
580  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
581  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
582  131111 131111A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
583  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
584  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
585  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
586  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
587  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
588  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
589  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
590  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
591  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
592  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
593  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
594  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
595  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
596  131112 131112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
597  131113 131113A     Urban 2010-01-01 01:00:00 2015-02-14 09:00:00
598  131113 131113A     Urban 2010-01-01 01:00:00 2015-02-14 09:00:00
599  131113 131113A     Urban 2010-01-01 01:00:00 2015-02-14 09:00:00
600  131113 131113A     Urban 2010-01-01 01:00:00 2015-02-14 09:00:00
601  131113 131113A     Urban 2010-01-01 01:00:00 2015-02-14 09:00:00
602  131113 131113A     Urban 2010-01-01 01:00:00 2015-02-14 09:00:00
603  131113 131113B     Urban 2015-02-17 09:00:00 2021-04-18 09:00:00
604  131113 131113B     Urban 2015-02-17 09:00:00 2021-04-18 09:00:00
605  131113 131113B     Urban 2015-02-17 09:00:00 2021-04-18 09:00:00
606  131113 131113B     Urban 2015-02-17 09:00:00 2021-04-18 09:00:00
607  131113 131113B     Urban 2015-02-17 09:00:00 2021-04-18 09:00:00
608  131113 131113B     Urban 2015-02-17 09:00:00 2021-04-18 09:00:00
609  131113 131113B     Urban 2015-02-17 09:00:00 2021-04-18 09:00:00
610  131113 131113C     Urban 2021-04-27 09:00:00 2023-12-31 23:00:00
611  131113 131113C     Urban 2021-04-27 09:00:00 2023-12-31 23:00:00
612  131113 131113C     Urban 2021-04-27 09:00:00 2023-12-31 23:00:00
613  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
614  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
615  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
616  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
617  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
618  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
619  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
620  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
621  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
622  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
623  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
624  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
625  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
626  131114 131114A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
627  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
628  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
629  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
630  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
631  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
632  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
633  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
634  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
635  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
636  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
637  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
638  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
639  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
640  131115 131115A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
641  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
642  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
643  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
644  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
645  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
646  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
647  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
648  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
649  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
650  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
651  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
652  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
653  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
654  131116 131116A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
655  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
656  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
657  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
658  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
659  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
660  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
661  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
662  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
663  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
664  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
665  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
666  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
667  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
668  131117 131117A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
669  131118 131118A     Urban 2019-04-01 09:00:00 2021-12-31 23:00:00
670  131118 131118A     Urban 2019-04-01 09:00:00 2021-12-31 23:00:00
671  131118 131118A     Urban 2019-04-01 09:00:00 2021-12-31 23:00:00
672  131119 131119A     Urban 2022-03-01 09:00:00 2023-12-31 23:00:00
673  131119 131119A     Urban 2022-03-01 09:00:00 2023-12-31 23:00:00
674  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
675  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
676  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
677  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
678  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
679  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
680  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
681  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
682  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
683  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
684  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
685  131120 131120A  Roadside 2012-01-01 01:00:00 2023-12-31 23:00:00
686  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
687  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
688  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
689  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
690  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
691  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
692  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
693  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
694  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
695  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
696  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
697  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
698  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
699  131121 131121A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
700  131123 131123A     Urban 2010-01-01 01:00:00 2017-12-01 09:00:00
701  131123 131123A     Urban 2010-01-01 01:00:00 2017-12-01 09:00:00
702  131123 131123A     Urban 2010-01-01 01:00:00 2017-12-01 09:00:00
703  131123 131123A     Urban 2010-01-01 01:00:00 2017-12-01 09:00:00
704  131123 131123A     Urban 2010-01-01 01:00:00 2017-12-01 09:00:00
705  131123 131123A     Urban 2010-01-01 01:00:00 2017-12-01 09:00:00
706  131123 131123A     Urban 2010-01-01 01:00:00 2017-12-01 09:00:00
707  131123 131123A     Urban 2010-01-01 01:00:00 2017-12-01 09:00:00
708  131123 131123B     Urban 2018-11-05 09:00:00 2023-12-31 23:00:00
709  131123 131123B     Urban 2018-11-05 09:00:00 2023-12-31 23:00:00
710  131123 131123B     Urban 2018-11-05 09:00:00 2023-12-31 23:00:00
711  131123 131123B     Urban 2018-11-05 09:00:00 2023-12-31 23:00:00
712  131123 131123B     Urban 2018-11-05 09:00:00 2023-12-31 23:00:00
713  131123 131123B     Urban 2018-11-05 09:00:00 2023-12-31 23:00:00
714  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
715  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
716  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
717  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
718  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
719  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
720  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
721  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
722  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
723  131124 131124A     Urban 2010-01-01 01:00:00 2019-09-30 09:00:00
724  131124 131124B     Urban 2019-10-07 09:00:00 2023-12-31 23:00:00
725  131124 131124B     Urban 2019-10-07 09:00:00 2023-12-31 23:00:00
726  131124 131124B     Urban 2019-10-07 09:00:00 2023-12-31 23:00:00
727  131124 131124B     Urban 2019-10-07 09:00:00 2023-12-31 23:00:00
728  131124 131124B     Urban 2019-10-07 09:00:00 2023-12-31 23:00:00
729  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
730  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
731  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
732  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
733  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
734  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
735  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
736  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
737  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
738  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
739  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
740  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
741  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
742  131125 131125A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
743  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
744  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
745  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
746  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
747  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
748  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
749  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
750  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
751  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
752  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
753  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
754  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
755  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
756  131126 131126A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
757  131127 131127A     Urban 2010-01-01 01:00:00 2010-11-30 09:00:00
758  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
759  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
760  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
761  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
762  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
763  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
764  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
765  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
766  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
767  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
768  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
769  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
770  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
771  131128 131128A     Urban 2010-02-01 09:00:00 2023-12-31 23:00:00
772  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
773  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
774  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
775  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
776  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
777  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
778  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
779  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
780  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
781  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
782  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
783  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
784  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
785  131129 131129A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
786  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
787  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
788  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
789  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
790  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
791  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
792  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
793  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
794  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
795  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
796  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
797  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
798  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
799  131131 131131A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
800  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
801  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
802  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
803  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
804  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
805  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
806  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
807  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
808  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
809  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
810  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
811  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
812  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
813  131132 131132A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
814  131133 131133A     Urban 2020-11-01 09:00:00 2023-12-31 23:00:00
815  131133 131133A     Urban 2020-11-01 09:00:00 2023-12-31 23:00:00
816  131133 131133A     Urban 2020-11-01 09:00:00 2023-12-31 23:00:00
817  131133 131133A     Urban 2020-11-01 09:00:00 2023-12-31 23:00:00
818  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
819  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
820  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
821  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
822  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
823  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
824  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
825  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
826  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
827  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
828  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
829  131141 131141A     Urban 2010-01-01 01:00:00 2021-09-14 09:00:00
830  131141 131141B     Urban 2021-10-01 09:00:00 2023-12-31 23:00:00
831  131141 131141B     Urban 2021-10-01 09:00:00 2023-12-31 23:00:00
832  131141 131141B     Urban 2021-10-01 09:00:00 2023-12-31 23:00:00
833  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
834  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
835  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
836  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
837  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
838  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
839  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
840  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
841  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
842  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
843  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
844  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
845  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
846  131142 131142A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
847  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
848  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
849  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
850  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
851  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
852  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
853  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
854  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
855  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
856  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
857  131144 131144A     Urban 2010-01-01 01:00:00 2020-04-08 09:00:00
858  131144 131144B     Urban 2020-04-30 09:00:00 2023-12-31 23:00:00
859  131144 131144B     Urban 2020-04-30 09:00:00 2023-12-31 23:00:00
860  131144 131144B     Urban 2020-04-30 09:00:00 2023-12-31 23:00:00
861  131144 131144B     Urban 2020-04-30 09:00:00 2023-12-31 23:00:00
862  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
863  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
864  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
865  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
866  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
867  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
868  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
869  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
870  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
871  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
872  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
873  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
874  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
875  131145 131145A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
876  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
877  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
878  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
879  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
880  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
881  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
882  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
883  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
884  131161 131161A     Urban 2010-01-01 01:00:00 2018-12-01 09:00:00
885  131161 131161B     Urban 2018-12-06 09:00:00 2023-12-31 23:00:00
886  131161 131161B     Urban 2018-12-06 09:00:00 2023-12-31 23:00:00
887  131161 131161B     Urban 2018-12-06 09:00:00 2023-12-31 23:00:00
888  131161 131161B     Urban 2018-12-06 09:00:00 2023-12-31 23:00:00
889  131161 131161B     Urban 2018-12-06 09:00:00 2023-12-31 23:00:00
890  131161 131161B     Urban 2018-12-06 09:00:00 2023-12-31 23:00:00
891  131162 131162A     Urban 2010-01-01 01:00:00 2010-07-31 09:00:00
892  131163 131163A     Urban 2010-07-01 09:00:00 2016-12-09 09:00:00
893  131163 131163A     Urban 2010-07-01 09:00:00 2016-12-09 09:00:00
894  131163 131163A     Urban 2010-07-01 09:00:00 2016-12-09 09:00:00
895  131163 131163A     Urban 2010-07-01 09:00:00 2016-12-09 09:00:00
896  131163 131163A     Urban 2010-07-01 09:00:00 2016-12-09 09:00:00
897  131163 131163A     Urban 2010-07-01 09:00:00 2016-12-09 09:00:00
898  131163 131163A     Urban 2010-07-01 09:00:00 2016-12-09 09:00:00
899  131163 131163B     Urban 2016-12-15 09:00:00 2023-12-31 23:00:00
900  131163 131163B     Urban 2016-12-15 09:00:00 2023-12-31 23:00:00
901  131163 131163B     Urban 2016-12-15 09:00:00 2023-12-31 23:00:00
902  131163 131163B     Urban 2016-12-15 09:00:00 2023-12-31 23:00:00
903  131163 131163B     Urban 2016-12-15 09:00:00 2023-12-31 23:00:00
904  131163 131163B     Urban 2016-12-15 09:00:00 2023-12-31 23:00:00
905  131163 131163B     Urban 2016-12-15 09:00:00 2023-12-31 23:00:00
906  131163 131163B     Urban 2016-12-15 09:00:00 2023-12-31 23:00:00
907  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
908  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
909  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
910  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
911  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
912  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
913  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
914  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
915  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
916  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
917  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
918  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
919  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
920  131191 131191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
921  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
922  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
923  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
924  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
925  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
926  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
927  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
928  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
929  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
930  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
931  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
932  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
933  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
934  131192 131192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
935  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
936  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
937  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
938  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
939  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
940  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
941  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
942  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
943  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
944  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
945  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
946  131193 131193A     Urban 2010-01-01 01:00:00 2021-12-10 09:00:00
947  131193 131193B     Urban 2021-12-11 09:00:00 2023-12-31 23:00:00
948  131193 131193B     Urban 2021-12-11 09:00:00 2023-12-31 23:00:00
949  131193 131193B     Urban 2021-12-11 09:00:00 2023-12-31 23:00:00
950  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
951  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
952  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
953  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
954  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
955  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
956  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
957  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
958  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
959  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
960  131194 131194A     Urban 2010-01-01 01:00:00 2020-03-31 09:00:00
961  131194 131194B     Urban 2021-06-21 09:00:00 2023-12-31 23:00:00
962  131194 131194B     Urban 2021-06-21 09:00:00 2023-12-31 23:00:00
963  131194 131194B     Urban 2021-06-21 09:00:00 2023-12-31 23:00:00
964  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
965  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
966  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
967  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
968  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
969  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
970  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
971  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
972  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
973  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
974  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
975  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
976  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
977  131195 131195A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
978  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
979  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
980  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
981  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
982  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
983  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
984  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
985  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
986  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
987  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
988  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
989  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
990  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
991  131196 131196A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
992  131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
993  131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
994  131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
995  131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
996  131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
997  131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
998  131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
999  131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1000 131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1001 131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1002 131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1003 131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1004 131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1005 131197 131197A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1006 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1007 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1008 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1009 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1010 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1011 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1012 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1013 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1014 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1015 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1016 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1017 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1018 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1019 131198 131198A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1020 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1021 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1022 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1023 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1024 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1025 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1026 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1027 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1028 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1029 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1030 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1031 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1032 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1033 131201 131201A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1034 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1035 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1036 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1037 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1038 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1039 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1040 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1041 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1042 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1043 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1044 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1045 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1046 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1047 131202 131202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1048 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1049 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1050 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1051 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1052 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1053 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1054 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1055 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1056 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1057 131211 131211A     Urban 2010-01-01 01:00:00 2019-06-03 09:00:00
1058 131211 131211B     Urban 2019-06-19 09:00:00 2023-12-31 23:00:00
1059 131211 131211B     Urban 2019-06-19 09:00:00 2023-12-31 23:00:00
1060 131211 131211B     Urban 2019-06-19 09:00:00 2023-12-31 23:00:00
1061 131211 131211B     Urban 2019-06-19 09:00:00 2023-12-31 23:00:00
1062 131211 131211B     Urban 2019-06-19 09:00:00 2023-12-31 23:00:00
1063 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1064 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1065 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1066 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1067 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1068 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1069 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1070 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1071 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1072 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1073 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1074 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1075 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1076 131212 131212A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1077 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1078 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1079 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1080 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1081 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1082 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1083 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1084 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1085 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1086 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1087 131222 131222A     Urban 2010-01-01 01:00:00 2020-03-26 09:00:00
1088 131222 131222B     Urban 2020-04-03 09:00:00 2023-12-31 23:00:00
1089 131222 131222B     Urban 2020-04-03 09:00:00 2023-12-31 23:00:00
1090 131222 131222B     Urban 2020-04-03 09:00:00 2023-12-31 23:00:00
1091 131222 131222B     Urban 2020-04-03 09:00:00 2023-12-31 23:00:00
1092 131223 131223A     Urban 2010-01-01 01:00:00 2017-11-23 09:00:00
1093 131223 131223A     Urban 2010-01-01 01:00:00 2017-11-23 09:00:00
1094 131223 131223A     Urban 2010-01-01 01:00:00 2017-11-23 09:00:00
1095 131223 131223A     Urban 2010-01-01 01:00:00 2017-11-23 09:00:00
1096 131223 131223A     Urban 2010-01-01 01:00:00 2017-11-23 09:00:00
1097 131223 131223A     Urban 2010-01-01 01:00:00 2017-11-23 09:00:00
1098 131223 131223A     Urban 2010-01-01 01:00:00 2017-11-23 09:00:00
1099 131223 131223A     Urban 2010-01-01 01:00:00 2017-11-23 09:00:00
1100 131223 131223B     Urban 2017-11-24 09:00:00 2023-12-31 23:00:00
1101 131223 131223B     Urban 2017-11-24 09:00:00 2023-12-31 23:00:00
1102 131223 131223B     Urban 2017-11-24 09:00:00 2023-12-31 23:00:00
1103 131223 131223B     Urban 2017-11-24 09:00:00 2023-12-31 23:00:00
1104 131223 131223B     Urban 2017-11-24 09:00:00 2023-12-31 23:00:00
1105 131223 131223B     Urban 2017-11-24 09:00:00 2023-12-31 23:00:00
1106 131223 131223B     Urban 2017-11-24 09:00:00 2023-12-31 23:00:00
1107 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1108 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1109 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1110 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1111 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1112 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1113 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1114 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1115 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1116 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1117 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1118 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1119 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1120 131231 131231A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1121 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1122 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1123 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1124 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1125 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1126 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1127 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1128 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1129 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1130 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1131 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1132 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1133 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1134 131232 131232A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1135 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1136 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1137 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1138 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1139 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1140 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1141 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1142 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1143 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1144 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1145 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1146 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1147 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1148 131233 131233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1149 131234 131234A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1150 131234 131234A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1151 131234 131234A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1152 131234 131234A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1153 131234 131234A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1154 131235 131235A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1155 131235 131235A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1156 131235 131235A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1157 131235 131235A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1158 131236 131236A  Roadside 2021-02-01 09:00:00 2023-12-31 23:00:00
1159 131236 131236A  Roadside 2021-02-01 09:00:00 2023-12-31 23:00:00
1160 131236 131236A  Roadside 2021-02-01 09:00:00 2023-12-31 23:00:00
1161 131237 131237A     Urban 2021-12-01 09:00:00 2023-12-31 23:00:00
1162 131237 131237A     Urban 2021-12-01 09:00:00 2023-12-31 23:00:00
1163 131237 131237A     Urban 2021-12-01 09:00:00 2023-12-31 23:00:00
1164 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1165 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1166 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1167 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1168 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1169 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1170 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1171 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1172 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1173 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1174 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1175 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1176 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1177 131241 131241A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1178 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1179 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1180 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1181 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1182 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1183 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1184 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1185 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1186 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1187 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1188 131242 131242A     Urban 2013-02-01 09:00:00 2023-12-31 23:00:00
1189 131243 131243A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1190 131243 131243A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1191 131243 131243A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1192 131243 131243A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1193 131243 131243A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1194 131243 131243A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1195 131244 131244A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1196 131244 131244A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1197 131244 131244A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1198 131244 131244A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1199 131244 131244A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1200 131244 131244A     Urban 2018-07-01 09:00:00 2023-12-31 23:00:00
1201 131245 131245A  Roadside 2020-05-01 09:00:00 2023-12-31 23:00:00
1202 131245 131245A  Roadside 2020-05-01 09:00:00 2023-12-31 23:00:00
1203 131245 131245A  Roadside 2020-05-01 09:00:00 2023-12-31 23:00:00
1204 131245 131245A  Roadside 2020-05-01 09:00:00 2023-12-31 23:00:00
1205 131246 131246A     Urban 2021-01-01 09:00:00 2023-12-31 23:00:00
1206 131246 131246A     Urban 2021-01-01 09:00:00 2023-12-31 23:00:00
1207 131246 131246A     Urban 2021-01-01 09:00:00 2023-12-31 23:00:00
1208 131247 131247A     Urban 2021-01-01 09:00:00 2023-12-31 23:00:00
1209 131247 131247A     Urban 2021-01-01 09:00:00 2023-12-31 23:00:00
1210 131247 131247A     Urban 2021-01-01 09:00:00 2023-12-31 23:00:00
1211 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1212 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1213 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1214 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1215 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1216 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1217 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1218 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1219 131341 131341A     Urban 2010-01-01 01:00:00 2018-10-01 09:00:00
1220 131341 131341B     Urban 2018-10-08 09:00:00 2023-12-31 23:00:00
1221 131341 131341B     Urban 2018-10-08 09:00:00 2023-12-31 23:00:00
1222 131341 131341B     Urban 2018-10-08 09:00:00 2023-12-31 23:00:00
1223 131341 131341B     Urban 2018-10-08 09:00:00 2023-12-31 23:00:00
1224 131341 131341B     Urban 2018-10-08 09:00:00 2023-12-31 23:00:00
1225 131341 131341B     Urban 2018-10-08 09:00:00 2023-12-31 23:00:00
1226 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1227 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1228 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1229 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1230 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1231 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1232 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1233 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1234 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1235 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1236 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1237 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1238 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1239 131342 131342A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1240 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1241 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1242 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1243 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1244 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1245 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1246 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1247 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1248 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1249 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1250 131343 131343A     Urban 2013-08-01 09:00:00 2023-12-31 23:00:00
1251 131344 131344A     Urban 2018-12-01 09:00:00 2023-12-31 23:00:00
1252 131344 131344A     Urban 2018-12-01 09:00:00 2023-12-31 23:00:00
1253 131344 131344A     Urban 2018-12-01 09:00:00 2023-12-31 23:00:00
1254 131344 131344A     Urban 2018-12-01 09:00:00 2023-12-31 23:00:00
1255 131344 131344A     Urban 2018-12-01 09:00:00 2023-12-31 23:00:00
1256 131344 131344A     Urban 2018-12-01 09:00:00 2023-12-31 23:00:00
1257 131345 131345A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1258 131345 131345A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1259 131345 131345A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1260 131345 131345A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1261 131346 131346A     Urban 2021-02-01 09:00:00 2023-12-31 23:00:00
1262 131346 131346A     Urban 2021-02-01 09:00:00 2023-12-31 23:00:00
1263 131346 131346A     Urban 2021-02-01 09:00:00 2023-12-31 23:00:00
1264 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1265 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1266 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1267 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1268 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1269 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1270 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1271 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1272 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1273 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1274 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1275 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1276 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1277 131371 131371A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1278 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1279 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1280 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1281 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1282 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1283 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1284 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1285 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1286 131372 131372A     Urban 2015-04-01 09:00:00 2023-12-31 23:00:00
1287 131373 131373A  Suburban 2017-07-01 09:00:00 2023-12-31 23:00:00
1288 131373 131373A  Suburban 2017-07-01 09:00:00 2023-12-31 23:00:00
1289 131373 131373A  Suburban 2017-07-01 09:00:00 2023-12-31 23:00:00
1290 131373 131373A  Suburban 2017-07-01 09:00:00 2023-12-31 23:00:00
1291 131373 131373A  Suburban 2017-07-01 09:00:00 2023-12-31 23:00:00
1292 131373 131373A  Suburban 2017-07-01 09:00:00 2023-12-31 23:00:00
1293 131373 131373A  Suburban 2017-07-01 09:00:00 2023-12-31 23:00:00
1294 131374 131374A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1295 131374 131374A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1296 131374 131374A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1297 131374 131374A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1298 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1299 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1300 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1301 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1302 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1303 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1304 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1305 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1306 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1307 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1308 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1309 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1310 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1311 131381 131381A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1312 131382 131382A     Urban 2010-01-01 01:00:00 2011-04-30 09:00:00
1313 131382 131382A     Urban 2010-01-01 01:00:00 2011-04-30 09:00:00
1314 131382 131382B     Urban 2011-05-02 09:00:00 2012-05-03 09:00:00
1315 131382 131382B     Urban 2011-05-02 09:00:00 2012-05-03 09:00:00
1316 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1317 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1318 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1319 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1320 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1321 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1322 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1323 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1324 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1325 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1326 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1327 131382 131382C     Urban 2012-05-04 09:00:00 2023-12-31 23:00:00
1328 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1329 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1330 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1331 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1332 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1333 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1334 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1335 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1336 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1337 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1338 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1339 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1340 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1341 131383 131383A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1342 131384 131384A     Urban 2016-07-01 09:00:00 2023-12-31 23:00:00
1343 131384 131384A     Urban 2016-07-01 09:00:00 2023-12-31 23:00:00
1344 131384 131384A     Urban 2016-07-01 09:00:00 2023-12-31 23:00:00
1345 131384 131384A     Urban 2016-07-01 09:00:00 2023-12-31 23:00:00
1346 131384 131384A     Urban 2016-07-01 09:00:00 2023-12-31 23:00:00
1347 131384 131384A     Urban 2016-07-01 09:00:00 2023-12-31 23:00:00
1348 131384 131384A     Urban 2016-07-01 09:00:00 2023-12-31 23:00:00
1349 131384 131384A     Urban 2016-07-01 09:00:00 2023-12-31 23:00:00
1350 131385 131385A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1351 131385 131385A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1352 131385 131385A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1353 131385 131385A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1354 131385 131385A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1355 131385 131385A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1356 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1357 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1358 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1359 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1360 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1361 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1362 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1363 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1364 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1365 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1366 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1367 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1368 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1369 131392 131392A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1370 131394 131394A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1371 131394 131394A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1372 131394 131394A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1373 131394 131394A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1374 131395 131395A     Urban 2020-12-01 09:00:00 2023-12-31 23:00:00
1375 131395 131395A     Urban 2020-12-01 09:00:00 2023-12-31 23:00:00
1376 131395 131395A     Urban 2020-12-01 09:00:00 2023-12-31 23:00:00
1377 131395 131395A     Urban 2020-12-01 09:00:00 2023-12-31 23:00:00
1378 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1379 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1380 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1381 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1382 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1383 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1384 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1385 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1386 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1387 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1388 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1389 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1390 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1391 131411 131411A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1392 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1393 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1394 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1395 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1396 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1397 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1398 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1399 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1400 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1401 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1402 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1403 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1404 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1405 131412 131412A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1406 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1407 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1408 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1409 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1410 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1411 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1412 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1413 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1414 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1415 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1416 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1417 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1418 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1419 131413 131413A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1420 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1421 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1422 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1423 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1424 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1425 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1426 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1427 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1428 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1429 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1430 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1431 131414 131414A  Roadside 2012-06-01 09:00:00 2023-12-31 23:00:00
1432 131415 131415A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1433 131415 131415A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1434 131415 131415A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1435 131415 131415A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1436 131415 131415A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1437 131416 131416A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1438 131416 131416A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1439 131416 131416A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1440 131416 131416A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1441 131416 131416A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1442 131417 131417A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1443 131417 131417A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1444 131417 131417A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1445 131417 131417A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1446 131417 131417A     Urban 2019-05-01 09:00:00 2023-12-31 23:00:00
1447 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1448 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1449 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1450 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1451 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1452 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1453 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1454 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1455 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1456 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1457 131441 131441A  Suburban 2010-01-01 01:00:00 2020-04-30 09:00:00
1458 131441 131441B  Suburban 2020-06-01 09:00:00 2023-12-31 23:00:00
1459 131441 131441B  Suburban 2020-06-01 09:00:00 2023-12-31 23:00:00
1460 131441 131441B  Suburban 2020-06-01 09:00:00 2023-12-31 23:00:00
1461 131441 131441B  Suburban 2020-06-01 09:00:00 2023-12-31 23:00:00
1462 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1463 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1464 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1465 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1466 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1467 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1468 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1469 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1470 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1471 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1472 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1473 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1474 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1475 131442 131442A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1476 131443 131443A     Urban 2019-02-01 09:00:00 2023-12-31 23:00:00
1477 131443 131443A     Urban 2019-02-01 09:00:00 2023-12-31 23:00:00
1478 131443 131443A     Urban 2019-02-01 09:00:00 2023-12-31 23:00:00
1479 131443 131443A     Urban 2019-02-01 09:00:00 2023-12-31 23:00:00
1480 131443 131443A     Urban 2019-02-01 09:00:00 2023-12-31 23:00:00
1481 131444 131444A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1482 131444 131444A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1483 131444 131444A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1484 131444 131444A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1485 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1486 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1487 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1488 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1489 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1490 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1491 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1492 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1493 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1494 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1495 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1496 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1497 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1498 131451 131451A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1499 131452 131452A     Urban 2010-01-01 01:00:00 2012-12-31 23:00:00
1500 131452 131452A     Urban 2010-01-01 01:00:00 2012-12-31 23:00:00
1501 131452 131452A     Urban 2010-01-01 01:00:00 2012-12-31 23:00:00
1502 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1503 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1504 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1505 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1506 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1507 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1508 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1509 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1510 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1511 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1512 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1513 131453 131453A     Urban 2012-06-01 09:00:00 2023-12-31 23:00:00
1514 131454 131454A     Urban 2018-01-01 09:00:00 2023-12-31 23:00:00
1515 131454 131454A     Urban 2018-01-01 09:00:00 2023-12-31 23:00:00
1516 131454 131454A     Urban 2018-01-01 09:00:00 2023-12-31 23:00:00
1517 131454 131454A     Urban 2018-01-01 09:00:00 2023-12-31 23:00:00
1518 131454 131454A     Urban 2018-01-01 09:00:00 2023-12-31 23:00:00
1519 131454 131454A     Urban 2018-01-01 09:00:00 2023-12-31 23:00:00
1520 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1521 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1522 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1523 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1524 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1525 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1526 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1527 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1528 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1529 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1530 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1531 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1532 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1533 131471 131471A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1534 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1535 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1536 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1537 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1538 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1539 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1540 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1541 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1542 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1543 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1544 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1545 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1546 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1547 131472 131472A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1548 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1549 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1550 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1551 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1552 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1553 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1554 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1555 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1556 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1557 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1558 131473 131473A     Urban 2010-01-01 01:00:00 2020-02-07 09:00:00
1559 131473 131473B     Urban 2020-02-21 09:00:00 2023-12-31 23:00:00
1560 131473 131473B     Urban 2020-02-21 09:00:00 2023-12-31 23:00:00
1561 131473 131473B     Urban 2020-02-21 09:00:00 2023-12-31 23:00:00
1562 131473 131473B     Urban 2020-02-21 09:00:00 2023-12-31 23:00:00
1563 131474 131474A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1564 131474 131474A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1565 131474 131474A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1566 131474 131474A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1567 131474 131474A     Urban 2019-12-01 09:00:00 2023-12-31 23:00:00
1568 131475 131475A  Roadside 2020-07-01 09:00:00 2023-12-31 23:00:00
1569 131475 131475A  Roadside 2020-07-01 09:00:00 2023-12-31 23:00:00
1570 131475 131475A  Roadside 2020-07-01 09:00:00 2023-12-31 23:00:00
1571 131475 131475A  Roadside 2020-07-01 09:00:00 2023-12-31 23:00:00
1572 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1573 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1574 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1575 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1576 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1577 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1578 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1579 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1580 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1581 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1582 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1583 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1584 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1585 131501 131501A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1586 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1587 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1588 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1589 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1590 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1591 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1592 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1593 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1594 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1595 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1596 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1597 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1598 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1599 131502 131502A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1600 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1601 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1602 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1603 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1604 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1605 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1606 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1607 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1608 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1609 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1610 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1611 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1612 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1613 131531 131531A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1614 131532 131532A  Roadside 2019-06-01 09:00:00 2023-12-31 23:00:00
1615 131532 131532A  Roadside 2019-06-01 09:00:00 2023-12-31 23:00:00
1616 131532 131532A  Roadside 2019-06-01 09:00:00 2023-12-31 23:00:00
1617 131532 131532A  Roadside 2019-06-01 09:00:00 2023-12-31 23:00:00
1618 131532 131532A  Roadside 2019-06-01 09:00:00 2023-12-31 23:00:00
1619 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1620 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1621 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1622 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1623 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1624 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1625 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1626 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1627 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1628 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1629 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1630 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1631 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1632 131541 131541A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1633 131542 131542A     Urban 2020-09-01 09:00:00 2023-12-31 23:00:00
1634 131542 131542A     Urban 2020-09-01 09:00:00 2023-12-31 23:00:00
1635 131542 131542A     Urban 2020-09-01 09:00:00 2023-12-31 23:00:00
1636 131542 131542A     Urban 2020-09-01 09:00:00 2023-12-31 23:00:00
1637 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1638 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1639 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1640 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1641 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1642 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1643 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1644 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1645 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1646 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1647 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1648 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1649 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1650 131551 131551A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1651 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1652 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1653 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1654 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1655 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1656 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1657 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1658 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1659 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1660 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1661 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1662 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1663 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1664 131552 131552A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1665 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1666 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1667 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1668 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1669 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1670 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1671 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1672 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1673 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1674 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1675 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1676 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1677 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1678 131553 131553A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1679 131554 131554A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1680 131554 131554A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1681 131554 131554A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1682 131554 131554A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1683 131554 131554A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1684 131554 131554A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1685 131555 131555A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1686 131555 131555A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1687 131555 131555A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1688 131555 131555A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1689 131555 131555A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1690 131555 131555A     Urban 2018-09-01 09:00:00 2023-12-31 23:00:00
1691 131556 131556A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1692 131556 131556A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1693 131556 131556A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1694 131556 131556A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1695 131557 131557A     Urban 2020-07-01 09:00:00 2023-12-31 23:00:00
1696 131557 131557A     Urban 2020-07-01 09:00:00 2023-12-31 23:00:00
1697 131557 131557A     Urban 2020-07-01 09:00:00 2023-12-31 23:00:00
1698 131557 131557A     Urban 2020-07-01 09:00:00 2023-12-31 23:00:00
1699 131558 131558A     Urban 2020-07-01 09:00:00 2023-12-31 23:00:00
1700 131558 131558A     Urban 2020-07-01 09:00:00 2023-12-31 23:00:00
1701 131558 131558A     Urban 2020-07-01 09:00:00 2023-12-31 23:00:00
1702 131558 131558A     Urban 2020-07-01 09:00:00 2023-12-31 23:00:00
1703 131561 131561A     Urban 2010-01-01 01:00:00 2014-08-20 09:00:00
1704 131561 131561A     Urban 2010-01-01 01:00:00 2014-08-20 09:00:00
1705 131561 131561A     Urban 2010-01-01 01:00:00 2014-08-20 09:00:00
1706 131561 131561A     Urban 2010-01-01 01:00:00 2014-08-20 09:00:00
1707 131561 131561A     Urban 2010-01-01 01:00:00 2014-08-20 09:00:00
1708 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1709 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1710 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1711 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1712 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1713 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1714 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1715 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1716 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1717 131561 131561B     Urban 2014-08-27 09:00:00 2023-12-31 23:00:00
1718 131562 131562A     Urban 2018-02-01 09:00:00 2023-12-31 23:00:00
1719 131562 131562A     Urban 2018-02-01 09:00:00 2023-12-31 23:00:00
1720 131562 131562A     Urban 2018-02-01 09:00:00 2023-12-31 23:00:00
1721 131562 131562A     Urban 2018-02-01 09:00:00 2023-12-31 23:00:00
1722 131562 131562A     Urban 2018-02-01 09:00:00 2023-12-31 23:00:00
1723 131562 131562A     Urban 2018-02-01 09:00:00 2023-12-31 23:00:00
1724 131571 131571A     Urban 2010-01-01 01:00:00 2012-10-15 09:00:00
1725 131571 131571A     Urban 2010-01-01 01:00:00 2012-10-15 09:00:00
1726 131571 131571A     Urban 2010-01-01 01:00:00 2012-10-15 09:00:00
1727 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1728 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1729 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1730 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1731 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1732 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1733 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1734 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1735 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1736 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1737 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1738 131571 131571B     Urban 2012-10-16 09:00:00 2023-12-31 23:00:00
1739 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1740 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1741 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1742 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1743 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1744 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1745 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1746 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1747 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1748 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1749 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1750 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1751 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1752 131581 131581A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1753 131583 131583A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1754 131583 131583A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1755 131583 131583A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1756 131583 131583A     Urban 2020-02-01 09:00:00 2023-12-31 23:00:00
1757 131584 131584A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1758 131584 131584A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1759 131584 131584A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1760 131584 131584A     Urban 2020-04-01 09:00:00 2023-12-31 23:00:00
1761 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1762 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1763 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1764 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1765 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1766 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1767 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1768 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1769 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1770 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1771 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1772 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1773 131591 131591A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1774 131592 131592A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1775 131592 131592A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1776 131592 131592A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1777 131592 131592A     Urban 2020-01-01 09:00:00 2023-12-31 23:00:00
1778 131593 131593A     Urban 2020-12-01 09:00:00 2023-12-31 23:00:00
1779 131593 131593A     Urban 2020-12-01 09:00:00 2023-12-31 23:00:00
1780 131593 131593A     Urban 2020-12-01 09:00:00 2023-12-31 23:00:00
1781 131593 131593A     Urban 2020-12-01 09:00:00 2023-12-31 23:00:00
1782 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1783 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1784 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1785 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1786 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1787 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1788 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1789 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1790 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1791 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1792 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1793 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1794 131601 131601A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1795 131602 131602A     Urban 2022-07-01 09:00:00 2023-12-31 23:00:00
1796 131602 131602A     Urban 2022-07-01 09:00:00 2023-12-31 23:00:00
1797 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1798 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1799 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1800 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1801 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1802 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1803 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1804 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1805 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1806 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1807 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1808 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1809 131611 131611A     Urban 2011-02-01 09:00:00 2023-12-31 23:00:00
1810 131612 131612A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1811 131612 131612A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1812 131612 131612A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1813 131612 131612A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1814 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1815 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1816 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1817 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1818 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1819 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1820 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1821 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1822 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1823 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1824 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1825 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1826 131621 131621A     Urban 2011-01-01 09:00:00 2023-12-31 23:00:00
1827 131622 131622A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1828 131622 131622A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1829 131622 131622A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1830 131622 131622A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1831 131991 131991A  Suburban 2020-12-01 09:00:00 2023-12-31 23:00:00
1832 131991 131991A  Suburban 2020-12-01 09:00:00 2023-12-31 23:00:00
1833 131991 131991A  Suburban 2020-12-01 09:00:00 2023-12-31 23:00:00
1834 131991 131991A  Suburban 2020-12-01 09:00:00 2023-12-31 23:00:00
1835 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1836 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1837 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1838 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1839 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1840 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1841 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1842 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1843 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1844 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1845 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1846 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1847 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1848 132112 132112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1849 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1850 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1851 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1852 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1853 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1854 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1855 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1856 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1857 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1858 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1859 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1860 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1861 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1862 132113 132113A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1863 132118 132118A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1864 132118 132118A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1865 132118 132118A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1866 132118 132118A     Urban 2020-05-01 09:00:00 2023-12-31 23:00:00
1867 132119 132119A  Roadside 2020-05-01 09:00:00 2023-12-31 23:00:00
1868 132119 132119A  Roadside 2020-05-01 09:00:00 2023-12-31 23:00:00
1869 132119 132119A  Roadside 2020-05-01 09:00:00 2023-12-31 23:00:00
1870 132119 132119A  Roadside 2020-05-01 09:00:00 2023-12-31 23:00:00
1871 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1872 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1873 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1874 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1875 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1876 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1877 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1878 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1879 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1880 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1881 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1882 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1883 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1884 132401 132401A  Suburban 2010-01-01 01:00:00 2023-12-31 23:00:00
1885 132402 132402A     Urban 2019-01-01 09:00:00 2023-12-31 23:00:00
1886 132402 132402A     Urban 2019-01-01 09:00:00 2023-12-31 23:00:00
1887 132402 132402A     Urban 2019-01-01 09:00:00 2023-12-31 23:00:00
1888 132402 132402A     Urban 2019-01-01 09:00:00 2023-12-31 23:00:00
1889 132402 132402A     Urban 2019-01-01 09:00:00 2023-12-31 23:00:00
1890 132901 132901A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
1891 132901 132901A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
1892 132901 132901A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
1893 132901 132901A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
1894 132902 132902A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
1895 132902 132902A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
1896 132902 132902A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
1897 132902 132902A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
1898 132903 132903A      Port 2023-04-01 09:00:00 2023-12-31 23:00:00
1899 132991 132991A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1900 132991 132991A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1901 132991 132991A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1902 132991 132991A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1903 132992 132992A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1904 132992 132992A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1905 132992 132992A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1906 132992 132992A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1907 132993 132993A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1908 132993 132993A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1909 132993 132993A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1910 132993 132993A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1911 132994 132994A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1912 132994 132994A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1913 132994 132994A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1914 132994 132994A  Suburban 2020-10-01 09:00:00 2023-12-31 23:00:00
1915 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1916 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1917 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1918 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1919 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1920 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1921 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1922 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1923 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1924 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1925 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1926 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1927 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1928 221112 221112A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1929 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1930 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1931 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1932 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1933 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1934 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1935 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1936 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1937 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1938 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1939 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1940 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1941 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1942 221131 221131A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1943 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1944 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1945 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1946 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1947 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1948 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1949 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1950 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1951 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1952 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1953 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1954 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1955 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1956 221141 221141A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1957 221142 221142A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
1958 221142 221142A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
1959 221142 221142A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
1960 221142 221142A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
1961 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1962 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1963 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1964 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1965 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1966 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1967 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1968 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1969 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1970 221152 221152A     Urban 2010-01-01 01:00:00 2019-05-30 09:00:00
1971 221152 221152B     Urban 2019-06-07 09:00:00 2023-12-31 23:00:00
1972 221152 221152B     Urban 2019-06-07 09:00:00 2023-12-31 23:00:00
1973 221152 221152B     Urban 2019-06-07 09:00:00 2023-12-31 23:00:00
1974 221152 221152B     Urban 2019-06-07 09:00:00 2023-12-31 23:00:00
1975 221152 221152B     Urban 2019-06-07 09:00:00 2023-12-31 23:00:00
1976 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1977 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1978 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1979 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1980 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1981 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1982 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1983 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1984 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1985 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1986 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1987 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1988 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1989 221162 221162A  Roadside 2010-01-01 01:00:00 2023-12-31 23:00:00
1990 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1991 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1992 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1993 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1994 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1995 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1996 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1997 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1998 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
1999 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2000 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2001 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2002 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2003 221163 221163A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2004 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2005 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2006 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2007 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2008 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2009 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2010 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2011 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2012 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2013 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2014 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2015 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2016 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2017 221172 221172A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2018 221174 221174A     Urban 2021-09-01 09:00:00 2023-12-31 23:00:00
2019 221174 221174A     Urban 2021-09-01 09:00:00 2023-12-31 23:00:00
2020 221174 221174A     Urban 2021-09-01 09:00:00 2023-12-31 23:00:00
2021 221181 221181A     Urban 2010-01-01 01:00:00 2010-05-31 09:00:00
2022 221181 221181B     Urban 2010-06-01 09:00:00 2010-05-31 09:00:00
2023 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2024 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2025 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2026 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2027 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2028 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2029 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2030 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2031 221182 221182A     Urban 2010-01-01 01:00:00 2018-06-30 09:00:00
2032 221182 221182B     Urban 2018-07-18 09:00:00 2023-12-31 23:00:00
2033 221182 221182B     Urban 2018-07-18 09:00:00 2023-12-31 23:00:00
2034 221182 221182B     Urban 2018-07-18 09:00:00 2023-12-31 23:00:00
2035 221182 221182B     Urban 2018-07-18 09:00:00 2023-12-31 23:00:00
2036 221182 221182B     Urban 2018-07-18 09:00:00 2023-12-31 23:00:00
2037 221182 221182B     Urban 2018-07-18 09:00:00 2023-12-31 23:00:00
2038 221183 221183A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
2039 221183 221183A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
2040 221183 221183A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
2041 221183 221183A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
2042 221184 221184A  Roadside 2021-09-01 09:00:00 2023-12-31 23:00:00
2043 221184 221184A  Roadside 2021-09-01 09:00:00 2023-12-31 23:00:00
2044 221184 221184A  Roadside 2021-09-01 09:00:00 2023-12-31 23:00:00
2045 221185 221185A  Roadside 2023-11-01 09:00:00 2023-12-31 23:00:00
2046 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2047 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2048 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2049 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2050 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2051 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2052 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2053 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2054 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2055 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2056 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2057 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2058 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2059 221191 221191A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2060 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2061 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2062 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2063 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2064 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2065 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2066 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2067 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2068 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2069 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2070 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2071 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2072 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2073 221192 221192A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2074 221193 221193A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
2075 221193 221193A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
2076 221193 221193A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
2077 221193 221193A     Urban 2020-03-01 09:00:00 2023-12-31 23:00:00
2078 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2079 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2080 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2081 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2082 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2083 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2084 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2085 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2086 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2087 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2088 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2089 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2090 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2091 221202 221202A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2092 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2093 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2094 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2095 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2096 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2097 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2098 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2099 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2100 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2101 221211 221211A     Urban 2010-01-01 01:00:00 2019-05-23 09:00:00
2102 221211 221211B     Urban 2019-06-14 09:00:00 2023-12-31 23:00:00
2103 221211 221211B     Urban 2019-06-14 09:00:00 2023-12-31 23:00:00
2104 221211 221211B     Urban 2019-06-14 09:00:00 2023-12-31 23:00:00
2105 221211 221211B     Urban 2019-06-14 09:00:00 2023-12-31 23:00:00
2106 221211 221211B     Urban 2019-06-14 09:00:00 2023-12-31 23:00:00
2107 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2108 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2109 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2110 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2111 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2112 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2113 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2114 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2115 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2116 221212 221212A     Urban 2010-01-01 01:00:00 2019-05-15 09:00:00
2117 221212 221212B     Urban 2019-05-24 09:00:00 2023-12-31 23:00:00
2118 221212 221212B     Urban 2019-05-24 09:00:00 2023-12-31 23:00:00
2119 221212 221212B     Urban 2019-05-24 09:00:00 2023-12-31 23:00:00
2120 221212 221212B     Urban 2019-05-24 09:00:00 2023-12-31 23:00:00
2121 221212 221212B     Urban 2019-05-24 09:00:00 2023-12-31 23:00:00
2122 221213 221213A     Urban 2020-09-01 09:00:00 2023-12-31 23:00:00
2123 221213 221213A     Urban 2020-09-01 09:00:00 2023-12-31 23:00:00
2124 221213 221213A     Urban 2020-09-01 09:00:00 2023-12-31 23:00:00
2125 221213 221213A     Urban 2020-09-01 09:00:00 2023-12-31 23:00:00
2126 221221 221221A     Urban 2010-01-01 01:00:00 2017-08-18 09:00:00
2127 221221 221221A     Urban 2010-01-01 01:00:00 2017-08-18 09:00:00
2128 221221 221221A     Urban 2010-01-01 01:00:00 2017-08-18 09:00:00
2129 221221 221221A     Urban 2010-01-01 01:00:00 2017-08-18 09:00:00
2130 221221 221221A     Urban 2010-01-01 01:00:00 2017-08-18 09:00:00
2131 221221 221221A     Urban 2010-01-01 01:00:00 2017-08-18 09:00:00
2132 221221 221221A     Urban 2010-01-01 01:00:00 2017-08-18 09:00:00
2133 221221 221221A     Urban 2010-01-01 01:00:00 2017-08-18 09:00:00
2134 221221 221221B     Urban 2017-09-03 09:00:00 2023-12-31 23:00:00
2135 221221 221221B     Urban 2017-09-03 09:00:00 2023-12-31 23:00:00
2136 221221 221221B     Urban 2017-09-03 09:00:00 2023-12-31 23:00:00
2137 221221 221221B     Urban 2017-09-03 09:00:00 2023-12-31 23:00:00
2138 221221 221221B     Urban 2017-09-03 09:00:00 2023-12-31 23:00:00
2139 221221 221221B     Urban 2017-09-03 09:00:00 2023-12-31 23:00:00
2140 221221 221221B     Urban 2017-09-03 09:00:00 2023-12-31 23:00:00
2141 221231 221231A     Urban 2010-01-01 01:00:00 2014-04-07 09:00:00
2142 221231 221231A     Urban 2010-01-01 01:00:00 2014-04-07 09:00:00
2143 221231 221231A     Urban 2010-01-01 01:00:00 2014-04-07 09:00:00
2144 221231 221231A     Urban 2010-01-01 01:00:00 2014-04-07 09:00:00
2145 221231 221231A     Urban 2010-01-01 01:00:00 2014-04-07 09:00:00
2146 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2147 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2148 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2149 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2150 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2151 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2152 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2153 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2154 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2155 221231 221231B     Urban 2014-04-28 09:00:00 2023-12-31 23:00:00
2156 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2157 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2158 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2159 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2160 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2161 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2162 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2163 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2164 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2165 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2166 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2167 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2168 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2169 221233 221233A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2170 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2171 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2172 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2173 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2174 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2175 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2176 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2177 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2178 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2179 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2180 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2181 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2182 221241 221241A     Urban 2011-07-01 09:00:00 2023-12-31 23:00:00
2183 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2184 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2185 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2186 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2187 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2188 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2189 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2190 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2191 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2192 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2193 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2194 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2195 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2196 221251 221251A     Urban 2010-01-01 01:00:00 2023-12-31 23:00:00
2197 221253 221253A     Urban 2020-10-01 09:00:00 2023-12-31 23:00:00
2198 221253 221253A     Urban 2020-10-01 09:00:00 2023-12-31 23:00:00
2199 221253 221253A     Urban 2020-10-01 09:00:00 2023-12-31 23:00:00
2200 221253 221253A     Urban 2020-10-01 09:00:00 2023-12-31 23:00:00
2201 221271 221271A     Urban 2010-01-01 01:00:00 2017-04-20 09:00:00
2202 221271 221271A     Urban 2010-01-01 01:00:00 2017-04-20 09:00:00
2203 221271 221271A     Urban 2010-01-01 01:00:00 2017-04-20 09:00:00
2204 221271 221271A     Urban 2010-01-01 01:00:00 2017-04-20 09:00:00
2205 221271 221271A     Urban 2010-01-01 01:00:00 2017-04-20 09:00:00
2206 221271 221271A     Urban 2010-01-01 01:00:00 2017-04-20 09:00:00
2207 221271 221271A     Urban 2010-01-01 01:00:00 2017-04-20 09:00:00
2208 221271 221271A     Urban 2010-01-01 01:00:00 2017-04-20 09:00:00
2209 221271 221271B     Urban 2017-06-21 09:00:00 2023-12-31 23:00:00
2210 221271 221271B     Urban 2017-06-21 09:00:00 2023-12-31 23:00:00
2211 221271 221271B     Urban 2017-06-21 09:00:00 2023-12-31 23:00:00
2212 221271 221271B     Urban 2017-06-21 09:00:00 2023-12-31 23:00:00
2213 221271 221271B     Urban 2017-06-21 09:00:00 2023-12-31 23:00:00
2214 221271 221271B     Urban 2017-06-21 09:00:00 2023-12-31 23:00:00
2215 221271 221271B     Urban 2017-06-21 09:00:00 2023-12-31 23:00:00
2216 221281 221281A     Urban 2012-12-30 09:00:00 2016-03-15 09:00:00
2217 221281 221281A     Urban 2012-12-30 09:00:00 2016-03-15 09:00:00
2218 221281 221281A     Urban 2012-12-30 09:00:00 2016-03-15 09:00:00
2219 221281 221281A     Urban 2012-12-30 09:00:00 2016-03-15 09:00:00
2220 221281 221281A     Urban 2012-12-30 09:00:00 2016-03-15 09:00:00
2221 221281 221281B     Urban 2016-03-27 09:00:00 2023-12-31 23:00:00
2222 221281 221281B     Urban 2016-03-27 09:00:00 2023-12-31 23:00:00
2223 221281 221281B     Urban 2016-03-27 09:00:00 2023-12-31 23:00:00
2224 221281 221281B     Urban 2016-03-27 09:00:00 2023-12-31 23:00:00
2225 221281 221281B     Urban 2016-03-27 09:00:00 2023-12-31 23:00:00
2226 221281 221281B     Urban 2016-03-27 09:00:00 2023-12-31 23:00:00
2227 221281 221281B     Urban 2016-03-27 09:00:00 2023-12-31 23:00:00
2228 221281 221281B     Urban 2016-03-27 09:00:00 2023-12-31 23:00:00
2229 221282 221282A     Urban 2018-08-01 09:00:00 2023-12-31 23:00:00
2230 221282 221282A     Urban 2018-08-01 09:00:00 2023-12-31 23:00:00
2231 221282 221282A     Urban 2018-08-01 09:00:00 2023-12-31 23:00:00
2232 221282 221282A     Urban 2018-08-01 09:00:00 2023-12-31 23:00:00
2233 221282 221282A     Urban 2018-08-01 09:00:00 2023-12-31 23:00:00
2234 221282 221282A     Urban 2018-08-01 09:00:00 2023-12-31 23:00:00
2235 221283 221283A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2236 221283 221283A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2237 221283 221283A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2238 221283 221283A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2239 221283 221283A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2240 221284 221284A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2241 221284 221284A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2242 221284 221284A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2243 221284 221284A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2244 221284 221284A     Urban 2019-07-01 09:00:00 2023-12-31 23:00:00
2245 221901 221901A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2246 221901 221901A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2247 221901 221901A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2248 221901 221901A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2249 221901 221901A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2250 221902 221902A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2251 221902 221902A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2252 221902 221902A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2253 221902 221902A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2254 221902 221902A  Roadside 2018-11-01 09:00:00 2022-12-31 23:00:00
2255 221903 221903A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
2256 221903 221903A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
2257 221903 221903A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
2258 221903 221903A  Suburban 2020-08-01 09:00:00 2023-12-31 23:00:00
2259 221904 221904A      Port 2020-08-01 09:00:00 2023-12-31 23:00:00
2260 221904 221904A      Port 2020-08-01 09:00:00 2023-12-31 23:00:00
2261 221904 221904A      Port 2020-08-01 09:00:00 2023-12-31 23:00:00
2262 221904 221904A      Port 2020-08-01 09:00:00 2023-12-31 23:00:00
2263 221905 221905A      Port 2020-08-01 09:00:00 2023-12-31 23:00:00
2264 221905 221905A      Port 2020-08-01 09:00:00 2023-12-31 23:00:00
2265 221905 221905A      Port 2020-08-01 09:00:00 2023-12-31 23:00:00
2266 221905 221905A      Port 2020-08-01 09:00:00 2023-12-31 23:00:00
2267 221906 221906A      Port 2023-01-01 09:00:00 2023-12-31 23:00:00
2268 238111 238111A     Urban 2010-07-01 09:00:00 2023-12-31 23:00:00
2269 238111 238111A     Urban 2010-07-01 09:00:00 2023-12-31 23:00:00
2270 238111 238111A     Urban 2010-07-01 09:00:00 2023-12-31 23:00:00
2271 238111 238111A     Urban 2010-07-01 09:00:00 2023-12-31 23:00:00
2272 238111 238111A     Urban 2010-07-01 09:00:00 2023-12-31 23:00:00
             coords_google     lon2     lat2     dist_m year
1    37.564658, 126.975988       NA       NA         NA 2010
2    37.564658, 126.975988       NA       NA         NA 2011
3    37.564658, 126.975988       NA       NA         NA 2012
4    37.564658, 126.975988       NA       NA         NA 2013
5    37.564658, 126.975988       NA       NA         NA 2014
6    37.564658, 126.975988       NA       NA         NA 2015
7    37.564658, 126.975988       NA       NA         NA 2016
8    37.564658, 126.975988       NA       NA         NA 2017
9    37.564658, 126.975988       NA       NA         NA 2018
10   37.564658, 126.975988       NA       NA         NA 2019
11   37.564658, 126.975988       NA       NA         NA 2020
12   37.564658, 126.975988       NA       NA         NA 2021
13   37.564658, 126.975988       NA       NA         NA 2022
14   37.564658, 126.975988       NA       NA         NA 2023
15   37.554262, 126.972408       NA       NA         NA 2010
16   37.554262, 126.972408       NA       NA         NA 2011
17   37.554262, 126.972408       NA       NA         NA 2012
18   37.554262, 126.972408       NA       NA         NA 2013
19   37.554262, 126.972408       NA       NA         NA 2014
20   37.554262, 126.972408       NA       NA         NA 2015
21   37.554262, 126.972408       NA       NA         NA 2016
22   37.554262, 126.972408       NA       NA         NA 2017
23   37.554262, 126.972408       NA       NA         NA 2018
24   37.554262, 126.972408       NA       NA         NA 2019
25   37.554262, 126.972408       NA       NA         NA 2020
26   37.554262, 126.972408       NA       NA         NA 2021
27   37.554262, 126.972408       NA       NA         NA 2022
28   37.554262, 126.972408       NA       NA         NA 2023
29   37.572008, 127.004986       NA       NA         NA 2010
30   37.572008, 127.004986       NA       NA         NA 2011
31   37.572008, 127.004986       NA       NA         NA 2012
32   37.572008, 127.004986       NA       NA         NA 2013
33   37.572008, 127.004986       NA       NA         NA 2014
34   37.572008, 127.004986       NA       NA         NA 2015
35   37.572008, 127.004986       NA       NA         NA 2016
36   37.572008, 127.004986       NA       NA         NA 2017
37   37.572008, 127.004986       NA       NA         NA 2018
38   37.572008, 127.004986       NA       NA         NA 2019
39   37.572008, 127.004986       NA       NA         NA 2020
40   37.572008, 127.004986       NA       NA         NA 2021
41   37.572008, 127.004986       NA       NA         NA 2022
42   37.572008, 127.004986       NA       NA         NA 2023
43   37.568664, 126.998097       NA       NA         NA 2010
44   37.568664, 126.998097       NA       NA         NA 2011
45   37.568664, 126.998097       NA       NA         NA 2012
46   37.568664, 126.998097       NA       NA         NA 2013
47   37.568664, 126.998097       NA       NA         NA 2014
48   37.568664, 126.998097       NA       NA         NA 2015
49   37.568664, 126.998097       NA       NA         NA 2016
50   37.568664, 126.998097       NA       NA         NA 2017
51   37.568664, 126.998097       NA       NA         NA 2018
52   37.568664, 126.998097       NA       NA         NA 2019
53   37.568664, 126.998097       NA       NA         NA 2020
54   37.568664, 126.998097       NA       NA         NA 2021
55   37.568664, 126.998097       NA       NA         NA 2022
56   37.568664, 126.998097       NA       NA         NA 2023
57   37.570751, 126.996249       NA       NA         NA 2010
58   37.570751, 126.996249       NA       NA         NA 2011
59   37.570751, 126.996249       NA       NA         NA 2012
60   37.570751, 126.996249       NA       NA         NA 2013
61   37.570751, 126.996249       NA       NA         NA 2014
62   37.570751, 126.996249       NA       NA         NA 2015
63   37.570751, 126.996249       NA       NA         NA 2016
64   37.570751, 126.996249       NA       NA         NA 2017
65   37.570751, 126.996249       NA       NA         NA 2018
66   37.570751, 126.996249       NA       NA         NA 2019
67   37.570751, 126.996249       NA       NA         NA 2020
68   37.570751, 126.996249       NA       NA         NA 2021
69   37.570751, 126.996249       NA       NA         NA 2022
70   37.570751, 126.996249       NA       NA         NA 2023
71   37.540306, 127.005062       NA       NA         NA 2010
72   37.540306, 127.005062       NA       NA         NA 2011
73   37.540306, 127.005062       NA       NA         NA 2012
74   37.540306, 127.005062       NA       NA         NA 2013
75   37.540306, 127.005062       NA       NA         NA 2014
76   37.540306, 127.005062       NA       NA         NA 2015
77   37.540306, 127.005062       NA       NA         NA 2016
78   37.540306, 127.005062       NA       NA         NA 2017
79   37.540306, 127.005062       NA       NA         NA 2018
80   37.540306, 127.005062       NA       NA         NA 2019
81   37.540306, 127.005062       NA       NA         NA 2020
82   37.540306, 127.005062       NA       NA         NA 2021
83   37.534860, 127.000127 127.0051 37.54031  745.37442 2021
84   37.534860, 127.000127 127.0051 37.54031  745.37442 2022
85   37.534860, 127.000127 127.0051 37.54031  745.37442 2023
86   37.544685, 127.095676       NA       NA         NA 2010
87   37.544685, 127.095676       NA       NA         NA 2011
88   37.544685, 127.095676       NA       NA         NA 2012
89   37.544685, 127.095676       NA       NA         NA 2013
90   37.544685, 127.095676       NA       NA         NA 2014
91   37.544685, 127.095676       NA       NA         NA 2015
92   37.544685, 127.095676       NA       NA         NA 2016
93   37.544685, 127.095676       NA       NA         NA 2017
94   37.544685, 127.095676       NA       NA         NA 2018
95   37.544685, 127.095676       NA       NA         NA 2019
96   37.544685, 127.095676       NA       NA         NA 2020
97   37.544685, 127.095676       NA       NA         NA 2021
98   37.544685, 127.095676       NA       NA         NA 2022
99   37.544685, 127.095676       NA       NA         NA 2023
100  37.542856, 127.041756       NA       NA         NA 2010
101  37.542856, 127.041756       NA       NA         NA 2011
102  37.542856, 127.041756       NA       NA         NA 2012
103  37.542856, 127.041756       NA       NA         NA 2013
104  37.542856, 127.041756       NA       NA         NA 2014
105  37.542856, 127.041756       NA       NA         NA 2015
106  37.542856, 127.041756       NA       NA         NA 2016
107  37.542856, 127.041756       NA       NA         NA 2017
108  37.542856, 127.041756       NA       NA         NA 2018
109  37.542856, 127.041756       NA       NA         NA 2019
110  37.542856, 127.041756       NA       NA         NA 2020
111  37.542856, 127.041756       NA       NA         NA 2021
112  37.542856, 127.041756       NA       NA         NA 2022
113  37.542856, 127.041756       NA       NA         NA 2023
114  37.538571, 127.041917       NA       NA         NA 2010
115  37.538571, 127.041917       NA       NA         NA 2011
116  37.538571, 127.041917       NA       NA         NA 2012
117  37.538571, 127.041917       NA       NA         NA 2013
118  37.538571, 127.041917       NA       NA         NA 2014
119  37.538571, 127.041917       NA       NA         NA 2015
120  37.538571, 127.041917       NA       NA         NA 2016
121  37.538571, 127.041917       NA       NA         NA 2017
122  37.538571, 127.041917       NA       NA         NA 2018
123  37.538571, 127.041917       NA       NA         NA 2019
124  37.538571, 127.041917       NA       NA         NA 2020
125  37.538571, 127.041917       NA       NA         NA 2021
126  37.538571, 127.041917       NA       NA         NA 2022
127  37.538571, 127.041917       NA       NA         NA 2023
128  37.584885, 127.094014       NA       NA         NA 2010
129  37.584885, 127.094014       NA       NA         NA 2011
130  37.584885, 127.094014       NA       NA         NA 2012
131  37.584885, 127.094014       NA       NA         NA 2013
132  37.584885, 127.094014       NA       NA         NA 2014
133  37.584885, 127.094014       NA       NA         NA 2015
134  37.584885, 127.094014       NA       NA         NA 2016
135  37.584885, 127.094014       NA       NA         NA 2017
136  37.584885, 127.094014       NA       NA         NA 2018
137  37.584885, 127.094014       NA       NA         NA 2019
138  37.584885, 127.094014       NA       NA         NA 2020
139  37.584885, 127.094014       NA       NA         NA 2021
140  37.584885, 127.094014       NA       NA         NA 2022
141  37.584885, 127.094014       NA       NA         NA 2023
142  37.576133, 127.029416       NA       NA         NA 2010
143  37.576133, 127.029416       NA       NA         NA 2011
144  37.576133, 127.029416       NA       NA         NA 2012
145  37.576133, 127.029416       NA       NA         NA 2013
146  37.576133, 127.029416       NA       NA         NA 2014
147  37.576133, 127.029416       NA       NA         NA 2015
148  37.576133, 127.029416       NA       NA         NA 2016
149  37.576133, 127.029416       NA       NA         NA 2017
150  37.576133, 127.029416       NA       NA         NA 2018
151  37.576133, 127.029416       NA       NA         NA 2019
152  37.576133, 127.029416       NA       NA         NA 2020
153  37.576133, 127.029416       NA       NA         NA 2021
154  37.576133, 127.029416       NA       NA         NA 2022
155  37.576133, 127.029416       NA       NA         NA 2023
156  37.565267, 127.007741       NA       NA         NA 2010
157  37.565267, 127.007741       NA       NA         NA 2011
158  37.565267, 127.007741       NA       NA         NA 2012
159  37.565267, 127.007741       NA       NA         NA 2013
160  37.565267, 127.007741       NA       NA         NA 2014
161  37.565267, 127.007741       NA       NA         NA 2015
162  37.580608, 127.044941       NA       NA         NA 2010
163  37.580608, 127.044941       NA       NA         NA 2011
164  37.580608, 127.044941       NA       NA         NA 2012
165  37.580608, 127.044941       NA       NA         NA 2013
166  37.580608, 127.044941       NA       NA         NA 2014
167  37.580608, 127.044941       NA       NA         NA 2015
168  37.580608, 127.044941       NA       NA         NA 2016
169  37.580608, 127.044941       NA       NA         NA 2017
170  37.580608, 127.044941       NA       NA         NA 2018
171  37.580608, 127.044941       NA       NA         NA 2019
172  37.580608, 127.044941       NA       NA         NA 2020
173  37.580608, 127.044941       NA       NA         NA 2021
174  37.580608, 127.044941       NA       NA         NA 2022
175  37.580608, 127.044941       NA       NA         NA 2023
176  37.606633, 127.027275       NA       NA         NA 2010
177  37.606633, 127.027275       NA       NA         NA 2011
178  37.606633, 127.027275       NA       NA         NA 2012
179  37.606633, 127.027275       NA       NA         NA 2013
180  37.606633, 127.027275       NA       NA         NA 2014
181  37.606633, 127.027275       NA       NA         NA 2015
182  37.606633, 127.027275       NA       NA         NA 2016
183  37.606633, 127.027275       NA       NA         NA 2017
184  37.606633, 127.027275       NA       NA         NA 2018
185  37.606633, 127.027275       NA       NA         NA 2019
186  37.606633, 127.027275       NA       NA         NA 2020
187  37.606633, 127.027275       NA       NA         NA 2021
188  37.606633, 127.027275       NA       NA         NA 2022
189  37.606633, 127.027275       NA       NA         NA 2023
190  37.608155, 127.000271       NA       NA         NA 2012
191  37.608155, 127.000271       NA       NA         NA 2013
192  37.608155, 127.000271       NA       NA         NA 2014
193  37.608155, 127.000271       NA       NA         NA 2015
194  37.608155, 127.000271       NA       NA         NA 2016
195  37.608155, 127.000271       NA       NA         NA 2017
196  37.603535, 127.026276 127.0003 37.60815 2352.80990 2017
197  37.603535, 127.026276 127.0003 37.60815 2352.80990 2018
198  37.603535, 127.026276 127.0003 37.60815 2352.80990 2019
199  37.603535, 127.026276 127.0003 37.60815 2352.80990 2020
200  37.603535, 127.026276 127.0003 37.60815 2352.80990 2021
201  37.603535, 127.026276 127.0003 37.60815 2352.80990 2022
202  37.603535, 127.026276 127.0003 37.60815 2352.80990 2023
203  37.654143, 127.029239       NA       NA         NA 2010
204  37.654143, 127.029239       NA       NA         NA 2011
205  37.654143, 127.029239       NA       NA         NA 2012
206  37.654143, 127.029239       NA       NA         NA 2013
207  37.654143, 127.029239       NA       NA         NA 2014
208  37.654143, 127.029239       NA       NA         NA 2015
209  37.654143, 127.029239       NA       NA         NA 2016
210  37.654143, 127.029239       NA       NA         NA 2017
211  37.654143, 127.029239       NA       NA         NA 2018
212  37.654143, 127.029239       NA       NA         NA 2019
213  37.654143, 127.029239       NA       NA         NA 2020
214  37.654143, 127.029239       NA       NA         NA 2021
215  37.654143, 127.029239       NA       NA         NA 2022
216  37.654143, 127.029239       NA       NA         NA 2023
217  37.610615, 126.933939       NA       NA         NA 2010
218  37.610615, 126.933939       NA       NA         NA 2011
219  37.610615, 126.933939       NA       NA         NA 2012
220  37.610615, 126.933939       NA       NA         NA 2013
221  37.610615, 126.933939       NA       NA         NA 2014
222  37.610615, 126.933939       NA       NA         NA 2015
223  37.610615, 126.933939       NA       NA         NA 2016
224  37.610615, 126.933939       NA       NA         NA 2017
225  37.610615, 126.933939       NA       NA         NA 2018
226  37.610615, 126.933939       NA       NA         NA 2019
227  37.610615, 126.933939       NA       NA         NA 2020
228  37.610615, 126.933939       NA       NA         NA 2021
229  37.610615, 126.933939       NA       NA         NA 2022
230  37.610615, 126.933939       NA       NA         NA 2023
231  37.576629, 126.937816       NA       NA         NA 2010
232  37.576629, 126.937816       NA       NA         NA 2011
233  37.576629, 126.937816       NA       NA         NA 2012
234  37.576629, 126.937816       NA       NA         NA 2013
235  37.576629, 126.937816       NA       NA         NA 2014
236  37.576629, 126.937816       NA       NA         NA 2015
237  37.576629, 126.937816       NA       NA         NA 2016
238  37.576629, 126.937816       NA       NA         NA 2017
239  37.576629, 126.937816       NA       NA         NA 2018
240  37.593863, 126.949658 126.9378 37.57663 2180.07259 2018
241  37.593863, 126.949658 126.9378 37.57663 2180.07259 2019
242  37.593863, 126.949658 126.9378 37.57663 2180.07259 2020
243  37.593863, 126.949658 126.9378 37.57663 2180.07259 2021
244  37.593863, 126.949658 126.9378 37.57663 2180.07259 2022
245  37.593863, 126.949658 126.9378 37.57663 2180.07259 2023
246  37.550072, 126.945114       NA       NA         NA 2010
247  37.550072, 126.945114       NA       NA         NA 2011
248  37.550072, 126.945114       NA       NA         NA 2012
249  37.550072, 126.945114       NA       NA         NA 2013
250  37.550072, 126.945114       NA       NA         NA 2014
251  37.550072, 126.945114       NA       NA         NA 2015
252  37.550072, 126.945114       NA       NA         NA 2016
253  37.550072, 126.945114       NA       NA         NA 2017
254  37.550072, 126.945114       NA       NA         NA 2018
255  37.555638, 126.905539 126.9451 37.55007 3551.11496 2018
256  37.555638, 126.905539 126.9451 37.55007 3551.11496 2019
257  37.555638, 126.905539 126.9451 37.55007 3551.11496 2020
258  37.555638, 126.905539 126.9451 37.55007 3551.11496 2021
259  37.555638, 126.905539 126.9451 37.55007 3551.11496 2022
260  37.555638, 126.905539 126.9451 37.55007 3551.11496 2023
261  37.555077, 126.937435       NA       NA         NA 2010
262  37.555077, 126.937435       NA       NA         NA 2011
263  37.555077, 126.937435       NA       NA         NA 2012
264  37.555077, 126.937435       NA       NA         NA 2013
265  37.555077, 126.937435       NA       NA         NA 2014
266  37.555077, 126.937435       NA       NA         NA 2015
267  37.555077, 126.937435       NA       NA         NA 2016
268  37.555077, 126.937435       NA       NA         NA 2017
269  37.555077, 126.937435       NA       NA         NA 2018
270  37.555077, 126.937435       NA       NA         NA 2019
271  37.555077, 126.937435       NA       NA         NA 2020
272  37.555077, 126.937435       NA       NA         NA 2021
273  37.555077, 126.937435       NA       NA         NA 2022
274  37.555077, 126.937435       NA       NA         NA 2023
275  37.544663, 126.835124       NA       NA         NA 2010
276  37.544663, 126.835124       NA       NA         NA 2011
277  37.544663, 126.835124       NA       NA         NA 2012
278  37.544663, 126.835124       NA       NA         NA 2013
279  37.544663, 126.835124       NA       NA         NA 2014
280  37.544663, 126.835124       NA       NA         NA 2015
281  37.544663, 126.835124       NA       NA         NA 2016
282  37.544663, 126.835124       NA       NA         NA 2017
283  37.544663, 126.835124       NA       NA         NA 2018
284  37.544663, 126.835124       NA       NA         NA 2019
285  37.544663, 126.835124       NA       NA         NA 2020
286  37.544663, 126.835124       NA       NA         NA 2021
287  37.544663, 126.835124       NA       NA         NA 2022
288  37.544663, 126.835124       NA       NA         NA 2023
289  37.560147, 126.825119       NA       NA         NA 2012
290  37.560147, 126.825119       NA       NA         NA 2013
291  37.560147, 126.825119       NA       NA         NA 2014
292  37.560147, 126.825119       NA       NA         NA 2015
293  37.560147, 126.825119       NA       NA         NA 2016
294  37.560147, 126.825119       NA       NA         NA 2017
295  37.560147, 126.825119       NA       NA         NA 2018
296  37.560147, 126.825119       NA       NA         NA 2019
297  37.560147, 126.825119       NA       NA         NA 2020
298  37.560147, 126.825119       NA       NA         NA 2021
299  37.560147, 126.825119       NA       NA         NA 2022
300  37.560147, 126.825119       NA       NA         NA 2023
301  37.581951, 126.813862       NA       NA         NA 2017
302  37.581951, 126.813862       NA       NA         NA 2018
303  37.581951, 126.813862       NA       NA         NA 2019
304  37.581951, 126.813862       NA       NA         NA 2020
305  37.581951, 126.813862       NA       NA         NA 2021
306  37.581951, 126.813862       NA       NA         NA 2022
307  37.581951, 126.813862       NA       NA         NA 2023
308  37.480401, 126.895211       NA       NA         NA 2010
309  37.480401, 126.895211       NA       NA         NA 2011
310  37.498335, 126.889341 126.8952 37.48040 2057.02214 2012
311  37.498335, 126.889341 126.8952 37.48040 2057.02214 2013
312  37.498335, 126.889341 126.8952 37.48040 2057.02214 2014
313  37.498335, 126.889341 126.8952 37.48040 2057.02214 2015
314  37.498335, 126.889341 126.8952 37.48040 2057.02214 2016
315  37.498335, 126.889341 126.8952 37.48040 2057.02214 2017
316  37.498335, 126.889341 126.8952 37.48040 2057.02214 2018
317  37.498335, 126.889341 126.8952 37.48040 2057.02214 2019
318  37.498335, 126.889341 126.8952 37.48040 2057.02214 2020
319  37.498335, 126.889341 126.8952 37.48040 2057.02214 2021
320  37.498335, 126.889341 126.8952 37.48040 2057.02214 2022
321  37.498335, 126.889341 126.8952 37.48040 2057.02214 2023
322  37.524955, 126.897300       NA       NA         NA 2010
323  37.524955, 126.897300       NA       NA         NA 2011
324  37.524955, 126.897300       NA       NA         NA 2012
325  37.524955, 126.897300       NA       NA         NA 2013
326  37.524955, 126.897300       NA       NA         NA 2014
327  37.524955, 126.897300       NA       NA         NA 2015
328  37.524955, 126.897300       NA       NA         NA 2016
329  37.524955, 126.897300       NA       NA         NA 2017
330  37.524955, 126.897300       NA       NA         NA 2018
331  37.524955, 126.897300       NA       NA         NA 2019
332  37.524955, 126.897300       NA       NA         NA 2020
333  37.524955, 126.897300       NA       NA         NA 2021
334  37.524955, 126.897300       NA       NA         NA 2022
335  37.524955, 126.897300       NA       NA         NA 2023
336  37.519797, 126.904577       NA       NA         NA 2010
337  37.519797, 126.904577       NA       NA         NA 2011
338  37.519797, 126.904577       NA       NA         NA 2012
339  37.519797, 126.904577       NA       NA         NA 2013
340  37.519797, 126.904577       NA       NA         NA 2014
341  37.519797, 126.904577       NA       NA         NA 2015
342  37.519797, 126.904577       NA       NA         NA 2016
343  37.519797, 126.904577       NA       NA         NA 2017
344  37.519797, 126.904577       NA       NA         NA 2018
345  37.519797, 126.904577       NA       NA         NA 2019
346  37.519797, 126.904577       NA       NA         NA 2020
347  37.519797, 126.904577       NA       NA         NA 2021
348  37.519797, 126.904577       NA       NA         NA 2022
349  37.519797, 126.904577       NA       NA         NA 2023
350  37.480961, 126.971641       NA       NA         NA 2010
351  37.480961, 126.971641       NA       NA         NA 2011
352  37.480961, 126.971641       NA       NA         NA 2012
353  37.480961, 126.971641       NA       NA         NA 2013
354  37.480961, 126.971641       NA       NA         NA 2014
355  37.480961, 126.971641       NA       NA         NA 2015
356  37.480961, 126.971641       NA       NA         NA 2016
357  37.480961, 126.971641       NA       NA         NA 2017
358  37.480961, 126.971641       NA       NA         NA 2018
359  37.480961, 126.971641       NA       NA         NA 2019
360  37.480961, 126.971641       NA       NA         NA 2020
361  37.480961, 126.971641       NA       NA         NA 2021
362  37.480961, 126.971641       NA       NA         NA 2022
363  37.480961, 126.971641       NA       NA         NA 2023
364  37.489418, 126.982520       NA       NA         NA 2012
365  37.489418, 126.982520       NA       NA         NA 2013
366  37.489418, 126.982520       NA       NA         NA 2014
367  37.489418, 126.982520       NA       NA         NA 2015
368  37.489418, 126.982520       NA       NA         NA 2016
369  37.489418, 126.982520       NA       NA         NA 2017
370  37.489418, 126.982520       NA       NA         NA 2018
371  37.489418, 126.982520       NA       NA         NA 2019
372  37.489418, 126.982520       NA       NA         NA 2020
373  37.489418, 126.982520       NA       NA         NA 2021
374  37.489418, 126.982520       NA       NA         NA 2022
375  37.489418, 126.982520       NA       NA         NA 2023
376  37.487430, 126.927110       NA       NA         NA 2010
377  37.487430, 126.927110       NA       NA         NA 2011
378  37.487430, 126.927110       NA       NA         NA 2012
379  37.487430, 126.927110       NA       NA         NA 2013
380  37.487430, 126.927110       NA       NA         NA 2014
381  37.487430, 126.927110       NA       NA         NA 2015
382  37.487430, 126.927110       NA       NA         NA 2016
383  37.487430, 126.927110       NA       NA         NA 2017
384  37.487430, 126.927110       NA       NA         NA 2018
385  37.487430, 126.927110       NA       NA         NA 2019
386  37.487430, 126.927110       NA       NA         NA 2020
387  37.487430, 126.927110       NA       NA         NA 2021
388  37.487430, 126.927110       NA       NA         NA 2022
389  37.487430, 126.927110       NA       NA         NA 2023
390  37.496907, 127.056002       NA       NA         NA 2010
391  37.496907, 127.056002       NA       NA         NA 2011
392  37.496907, 127.056002       NA       NA         NA 2012
393  37.517683, 127.047855 127.0560 37.49691 2415.76333 2012
394  37.517683, 127.047855 127.0560 37.49691 2415.76333 2013
395  37.517683, 127.047855 127.0560 37.49691 2415.76333 2014
396  37.517683, 127.047855 127.0560 37.49691 2415.76333 2015
397  37.517683, 127.047855 127.0560 37.49691 2415.76333 2016
398  37.517683, 127.047855 127.0560 37.49691 2415.76333 2017
399  37.517683, 127.047855 127.0560 37.49691 2415.76333 2018
400  37.517683, 127.047855 127.0560 37.49691 2415.76333 2019
401  37.517683, 127.047855 127.0560 37.49691 2415.76333 2020
402  37.517683, 127.047855 127.0560 37.49691 2415.76333 2021
403  37.517683, 127.047855 127.0560 37.49691 2415.76333 2022
404  37.517683, 127.047855 127.0560 37.49691 2415.76333 2023
405  37.504535, 126.994521       NA       NA         NA 2010
406  37.504535, 126.994521       NA       NA         NA 2011
407  37.504535, 126.994521       NA       NA         NA 2012
408  37.504535, 126.994521       NA       NA         NA 2013
409  37.504535, 126.994521       NA       NA         NA 2014
410  37.504535, 126.994521       NA       NA         NA 2015
411  37.504535, 126.994521       NA       NA         NA 2016
412  37.504535, 126.994521       NA       NA         NA 2017
413  37.504535, 126.994521       NA       NA         NA 2018
414  37.504535, 126.994521       NA       NA         NA 2019
415  37.504535, 126.994521       NA       NA         NA 2020
416  37.504535, 126.994521       NA       NA         NA 2021
417  37.504535, 126.994521       NA       NA         NA 2022
418  37.504535, 126.994521       NA       NA         NA 2023
419  37.516174, 127.020114       NA       NA         NA 2010
420  37.516174, 127.020114       NA       NA         NA 2011
421  37.516174, 127.020114       NA       NA         NA 2012
422  37.516174, 127.020114       NA       NA         NA 2013
423  37.516174, 127.020114       NA       NA         NA 2014
424  37.516174, 127.020114       NA       NA         NA 2015
425  37.516174, 127.020114       NA       NA         NA 2016
426  37.516174, 127.020114       NA       NA         NA 2017
427  37.516174, 127.020114       NA       NA         NA 2018
428  37.516174, 127.020114       NA       NA         NA 2019
429  37.516174, 127.020114       NA       NA         NA 2020
430  37.516174, 127.020114       NA       NA         NA 2021
431  37.516174, 127.020114       NA       NA         NA 2022
432  37.516174, 127.020114       NA       NA         NA 2023
433  37.482296, 127.036319       NA       NA         NA 2010
434  37.482296, 127.036319       NA       NA         NA 2011
435  37.482296, 127.036319       NA       NA         NA 2012
436  37.482296, 127.036319       NA       NA         NA 2013
437  37.482296, 127.036319       NA       NA         NA 2014
438  37.482296, 127.036319       NA       NA         NA 2015
439  37.482296, 127.036319       NA       NA         NA 2016
440  37.482296, 127.036319       NA       NA         NA 2017
441  37.482296, 127.036319       NA       NA         NA 2018
442  37.482296, 127.036319       NA       NA         NA 2019
443  37.482296, 127.036319       NA       NA         NA 2020
444  37.482296, 127.036319       NA       NA         NA 2021
445  37.482296, 127.036319       NA       NA         NA 2022
446  37.482296, 127.036319       NA       NA         NA 2023
447  37.521653, 127.124264       NA       NA         NA 2010
448  37.521653, 127.124264       NA       NA         NA 2011
449  37.521653, 127.124264       NA       NA         NA 2012
450  37.521653, 127.124264       NA       NA         NA 2013
451  37.521653, 127.124264       NA       NA         NA 2014
452  37.521653, 127.124264       NA       NA         NA 2015
453  37.521653, 127.124264       NA       NA         NA 2016
454  37.521653, 127.124264       NA       NA         NA 2017
455  37.521653, 127.124264       NA       NA         NA 2018
456  37.502741, 127.092413 127.1243 37.52165 3512.19457 2018
457  37.502741, 127.092413 127.1243 37.52165 3512.19457 2019
458  37.502741, 127.092413 127.1243 37.52165 3512.19457 2020
459  37.502741, 127.092413 127.1243 37.52165 3512.19457 2021
460  37.502741, 127.092413 127.1243 37.52165 3512.19457 2022
461  37.502741, 127.092413 127.1243 37.52165 3512.19457 2023
462  37.545120, 127.136727       NA       NA         NA 2010
463  37.545120, 127.136727       NA       NA         NA 2011
464  37.545120, 127.136727       NA       NA         NA 2012
465  37.545120, 127.136727       NA       NA         NA 2013
466  37.545120, 127.136727       NA       NA         NA 2014
467  37.545120, 127.136727       NA       NA         NA 2015
468  37.545120, 127.136727       NA       NA         NA 2016
469  37.545120, 127.136727       NA       NA         NA 2017
470  37.545120, 127.136727       NA       NA         NA 2018
471  37.545120, 127.136727       NA       NA         NA 2019
472  37.545120, 127.136727       NA       NA         NA 2020
473  37.545120, 127.136727       NA       NA         NA 2021
474  37.545120, 127.136727       NA       NA         NA 2022
475  37.545120, 127.136727       NA       NA         NA 2023
476  37.534005, 127.139276       NA       NA         NA 2010
477  37.534005, 127.139276       NA       NA         NA 2011
478  37.534005, 127.139276       NA       NA         NA 2012
479  37.534005, 127.139276       NA       NA         NA 2013
480  37.534005, 127.139276       NA       NA         NA 2014
481  37.534005, 127.139276       NA       NA         NA 2015
482  37.534005, 127.139276       NA       NA         NA 2016
483  37.534005, 127.139276       NA       NA         NA 2017
484  37.534005, 127.139276       NA       NA         NA 2018
485  37.534005, 127.139276       NA       NA         NA 2019
486  37.534005, 127.139276       NA       NA         NA 2020
487  37.534005, 127.139276       NA       NA         NA 2021
488  37.534005, 127.139276       NA       NA         NA 2022
489  37.534005, 127.139276       NA       NA         NA 2023
490  37.452394, 126.908365       NA       NA         NA 2010
491  37.452394, 126.908365       NA       NA         NA 2011
492  37.452394, 126.908365       NA       NA         NA 2012
493  37.452394, 126.908365       NA       NA         NA 2013
494  37.452394, 126.908365       NA       NA         NA 2014
495  37.452394, 126.908365       NA       NA         NA 2015
496  37.452394, 126.908365       NA       NA         NA 2016
497  37.452394, 126.908365       NA       NA         NA 2017
498  37.452394, 126.908365       NA       NA         NA 2018
499  37.452394, 126.908365       NA       NA         NA 2019
500  37.452394, 126.908365       NA       NA         NA 2020
501  37.452394, 126.908365       NA       NA         NA 2021
502  37.452394, 126.908365       NA       NA         NA 2022
503  37.452394, 126.908365       NA       NA         NA 2023
504  37.443311, 126.905022 126.9084 37.45239 1050.59156 2023
505  37.475645, 126.898792       NA       NA         NA 2018
506  37.475645, 126.898792       NA       NA         NA 2019
507  37.475645, 126.898792       NA       NA         NA 2020
508  37.475645, 126.898792       NA       NA         NA 2021
509  37.475645, 126.898792       NA       NA         NA 2022
510  37.475645, 126.898792       NA       NA         NA 2023
511  37.637906, 127.028904       NA       NA         NA 2010
512  37.637906, 127.028904       NA       NA         NA 2011
513  37.637906, 127.028904       NA       NA         NA 2012
514  37.637906, 127.028904       NA       NA         NA 2013
515  37.637906, 127.028904       NA       NA         NA 2014
516  37.637906, 127.028904       NA       NA         NA 2015
517  37.637906, 127.028904       NA       NA         NA 2016
518  37.647926, 127.011801 127.0289 37.63791 1874.90097 2016
519  37.647926, 127.011801 127.0289 37.63791 1874.90097 2017
520  37.647926, 127.011801 127.0289 37.63791 1874.90097 2018
521  37.647926, 127.011801 127.0289 37.63791 1874.90097 2019
522  37.647926, 127.011801 127.0289 37.63791 1874.90097 2020
523  37.647926, 127.011801 127.0289 37.63791 1874.90097 2021
524  37.647926, 127.011801 127.0289 37.63791 1874.90097 2022
525  37.647926, 127.011801 127.0289 37.63791 1874.90097 2023
526  37.523454, 126.858628       NA       NA         NA 2010
527  37.523454, 126.858628       NA       NA         NA 2011
528  37.523454, 126.858628       NA       NA         NA 2012
529  37.523454, 126.858628       NA       NA         NA 2013
530  37.523454, 126.858628       NA       NA         NA 2014
531  37.523454, 126.858628       NA       NA         NA 2015
532  37.523454, 126.858628       NA       NA         NA 2016
533  37.525990, 126.856657 126.8586 37.52345  331.02557 2016
534  37.525990, 126.856657 126.8586 37.52345  331.02557 2017
535  37.525990, 126.856657 126.8586 37.52345  331.02557 2018
536  37.525990, 126.856657 126.8586 37.52345  331.02557 2019
537  37.525990, 126.856657 126.8586 37.52345  331.02557 2020
538  37.525990, 126.856657 126.8586 37.52345  331.02557 2021
539  37.525990, 126.856657 126.8586 37.52345  331.02557 2022
540  37.525990, 126.856657 126.8586 37.52345  331.02557 2023
541  37.658845, 127.068424       NA       NA         NA 2010
542  37.658845, 127.068424       NA       NA         NA 2011
543  37.658845, 127.068424       NA       NA         NA 2012
544  37.658845, 127.068424       NA       NA         NA 2013
545  37.658845, 127.068424       NA       NA         NA 2014
546  37.658845, 127.068424       NA       NA         NA 2015
547  37.658845, 127.068424       NA       NA         NA 2016
548  37.658845, 127.068424       NA       NA         NA 2017
549  37.658845, 127.068424       NA       NA         NA 2018
550  37.658845, 127.068424       NA       NA         NA 2019
551  37.658845, 127.068424       NA       NA         NA 2020
552  37.658845, 127.068424       NA       NA         NA 2021
553  37.658845, 127.068424       NA       NA         NA 2022
554  37.658845, 127.068424       NA       NA         NA 2023
555  37.617392, 127.075486       NA       NA         NA 2010
556  37.617392, 127.075486       NA       NA         NA 2011
557  37.617392, 127.075486       NA       NA         NA 2012
558  37.617392, 127.075486       NA       NA         NA 2013
559  37.617392, 127.075486       NA       NA         NA 2014
560  37.617392, 127.075486       NA       NA         NA 2015
561  37.617392, 127.075486       NA       NA         NA 2016
562  37.617392, 127.075486       NA       NA         NA 2017
563  37.617392, 127.075486       NA       NA         NA 2018
564  37.617392, 127.075486       NA       NA         NA 2019
565  37.617392, 127.075486       NA       NA         NA 2020
566  37.617392, 127.075486       NA       NA         NA 2021
567  37.617392, 127.075486       NA       NA         NA 2022
568  37.617392, 127.075486       NA       NA         NA 2023
569  37.283551, 127.010416       NA       NA         NA 2010
570  37.283551, 127.010416       NA       NA         NA 2011
571  37.283551, 127.010416       NA       NA         NA 2012
572  37.283551, 127.010416       NA       NA         NA 2013
573  37.283551, 127.010416       NA       NA         NA 2014
574  37.283551, 127.010416       NA       NA         NA 2015
575  37.283551, 127.010416       NA       NA         NA 2016
576  37.283551, 127.010416       NA       NA         NA 2017
577  37.283551, 127.010416       NA       NA         NA 2018
578  37.283551, 127.010416       NA       NA         NA 2019
579  37.283551, 127.010416       NA       NA         NA 2020
580  37.283551, 127.010416       NA       NA         NA 2021
581  37.283551, 127.010416       NA       NA         NA 2022
582  37.283551, 127.010416       NA       NA         NA 2023
583  37.263415, 127.029052       NA       NA         NA 2010
584  37.263415, 127.029052       NA       NA         NA 2011
585  37.263415, 127.029052       NA       NA         NA 2012
586  37.263415, 127.029052       NA       NA         NA 2013
587  37.263415, 127.029052       NA       NA         NA 2014
588  37.263415, 127.029052       NA       NA         NA 2015
589  37.263415, 127.029052       NA       NA         NA 2016
590  37.263415, 127.029052       NA       NA         NA 2017
591  37.263415, 127.029052       NA       NA         NA 2018
592  37.263415, 127.029052       NA       NA         NA 2019
593  37.263415, 127.029052       NA       NA         NA 2020
594  37.263415, 127.029052       NA       NA         NA 2021
595  37.263415, 127.029052       NA       NA         NA 2022
596  37.263415, 127.029052       NA       NA         NA 2023
597  37.285376, 127.029350       NA       NA         NA 2010
598  37.285376, 127.029350       NA       NA         NA 2011
599  37.285376, 127.029350       NA       NA         NA 2012
600  37.285376, 127.029350       NA       NA         NA 2013
601  37.285376, 127.029350       NA       NA         NA 2014
602  37.285376, 127.029350       NA       NA         NA 2015
603  37.291280, 127.071020 127.0293 37.28538 3752.71154 2015
604  37.291280, 127.071020 127.0293 37.28538 3752.71154 2016
605  37.291280, 127.071020 127.0293 37.28538 3752.71154 2017
606  37.291280, 127.071020 127.0293 37.28538 3752.71154 2018
607  37.291280, 127.071020 127.0293 37.28538 3752.71154 2019
608  37.291280, 127.071020 127.0293 37.28538 3752.71154 2020
609  37.291280, 127.071020 127.0293 37.28538 3752.71154 2021
610  37.290796, 127.063856 127.0710 37.29128  637.50801 2021
611  37.290796, 127.063856 127.0710 37.29128  637.50801 2022
612  37.290796, 127.063856 127.0710 37.29128  637.50801 2023
613  37.246999, 127.056400       NA       NA         NA 2010
614  37.246999, 127.056400       NA       NA         NA 2011
615  37.246999, 127.056400       NA       NA         NA 2012
616  37.246999, 127.056400       NA       NA         NA 2013
617  37.246999, 127.056400       NA       NA         NA 2014
618  37.246999, 127.056400       NA       NA         NA 2015
619  37.246999, 127.056400       NA       NA         NA 2016
620  37.246999, 127.056400       NA       NA         NA 2017
621  37.246999, 127.056400       NA       NA         NA 2018
622  37.246999, 127.056400       NA       NA         NA 2019
623  37.246999, 127.056400       NA       NA         NA 2020
624  37.246999, 127.056400       NA       NA         NA 2021
625  37.246999, 127.056400       NA       NA         NA 2022
626  37.246999, 127.056400       NA       NA         NA 2023
627  37.295385, 126.977576       NA       NA         NA 2010
628  37.295385, 126.977576       NA       NA         NA 2011
629  37.295385, 126.977576       NA       NA         NA 2012
630  37.295385, 126.977576       NA       NA         NA 2013
631  37.295385, 126.977576       NA       NA         NA 2014
632  37.295385, 126.977576       NA       NA         NA 2015
633  37.295385, 126.977576       NA       NA         NA 2016
634  37.295385, 126.977576       NA       NA         NA 2017
635  37.295385, 126.977576       NA       NA         NA 2018
636  37.295385, 126.977576       NA       NA         NA 2019
637  37.295385, 126.977576       NA       NA         NA 2020
638  37.295385, 126.977576       NA       NA         NA 2021
639  37.295385, 126.977576       NA       NA         NA 2022
640  37.295385, 126.977576       NA       NA         NA 2023
641  37.277755, 127.030631       NA       NA         NA 2010
642  37.277755, 127.030631       NA       NA         NA 2011
643  37.277755, 127.030631       NA       NA         NA 2012
644  37.277755, 127.030631       NA       NA         NA 2013
645  37.277755, 127.030631       NA       NA         NA 2014
646  37.277755, 127.030631       NA       NA         NA 2015
647  37.277755, 127.030631       NA       NA         NA 2016
648  37.277755, 127.030631       NA       NA         NA 2017
649  37.277755, 127.030631       NA       NA         NA 2018
650  37.277755, 127.030631       NA       NA         NA 2019
651  37.277755, 127.030631       NA       NA         NA 2020
652  37.277755, 127.030631       NA       NA         NA 2021
653  37.277755, 127.030631       NA       NA         NA 2022
654  37.277755, 127.030631       NA       NA         NA 2023
655  37.252469, 126.976415       NA       NA         NA 2010
656  37.252469, 126.976415       NA       NA         NA 2011
657  37.252469, 126.976415       NA       NA         NA 2012
658  37.252469, 126.976415       NA       NA         NA 2013
659  37.252469, 126.976415       NA       NA         NA 2014
660  37.252469, 126.976415       NA       NA         NA 2015
661  37.252469, 126.976415       NA       NA         NA 2016
662  37.252469, 126.976415       NA       NA         NA 2017
663  37.252469, 126.976415       NA       NA         NA 2018
664  37.252469, 126.976415       NA       NA         NA 2019
665  37.252469, 126.976415       NA       NA         NA 2020
666  37.252469, 126.976415       NA       NA         NA 2021
667  37.252469, 126.976415       NA       NA         NA 2022
668  37.252469, 126.976415       NA       NA         NA 2023
669  37.252469, 126.976415       NA       NA         NA 2019
670  37.252469, 126.976415       NA       NA         NA 2020
671  37.252469, 126.976415       NA       NA         NA 2021
672  37.269281, 126.936155       NA       NA         NA 2022
673  37.269281, 126.936155       NA       NA         NA 2023
674  37.382235, 127.102780       NA       NA         NA 2012
675  37.382235, 127.102780       NA       NA         NA 2013
676  37.382235, 127.102780       NA       NA         NA 2014
677  37.382235, 127.102780       NA       NA         NA 2015
678  37.382235, 127.102780       NA       NA         NA 2016
679  37.382235, 127.102780       NA       NA         NA 2017
680  37.382235, 127.102780       NA       NA         NA 2018
681  37.382235, 127.102780       NA       NA         NA 2019
682  37.382235, 127.102780       NA       NA         NA 2020
683  37.382235, 127.102780       NA       NA         NA 2021
684  37.382235, 127.102780       NA       NA         NA 2022
685  37.382235, 127.102780       NA       NA         NA 2023
686  37.449446, 127.155325       NA       NA         NA 2010
687  37.449446, 127.155325       NA       NA         NA 2011
688  37.449446, 127.155325       NA       NA         NA 2012
689  37.449446, 127.155325       NA       NA         NA 2013
690  37.449446, 127.155325       NA       NA         NA 2014
691  37.449446, 127.155325       NA       NA         NA 2015
692  37.449446, 127.155325       NA       NA         NA 2016
693  37.449446, 127.155325       NA       NA         NA 2017
694  37.449446, 127.155325       NA       NA         NA 2018
695  37.449446, 127.155325       NA       NA         NA 2019
696  37.449446, 127.155325       NA       NA         NA 2020
697  37.449446, 127.155325       NA       NA         NA 2021
698  37.449446, 127.155325       NA       NA         NA 2022
699  37.449446, 127.155325       NA       NA         NA 2023
700  37.361414, 127.111587       NA       NA         NA 2010
701  37.361414, 127.111587       NA       NA         NA 2011
702  37.361414, 127.111587       NA       NA         NA 2012
703  37.361414, 127.111587       NA       NA         NA 2013
704  37.361414, 127.111587       NA       NA         NA 2014
705  37.361414, 127.111587       NA       NA         NA 2015
706  37.361414, 127.111587       NA       NA         NA 2016
707  37.361414, 127.111587       NA       NA         NA 2017
708  37.360722, 127.119555 127.1116 37.36141  710.04306 2018
709  37.360722, 127.119555 127.1116 37.36141  710.04306 2019
710  37.360722, 127.119555 127.1116 37.36141  710.04306 2020
711  37.360722, 127.119555 127.1116 37.36141  710.04306 2021
712  37.360722, 127.119555 127.1116 37.36141  710.04306 2022
713  37.360722, 127.119555 127.1116 37.36141  710.04306 2023
714  37.382818, 127.119022       NA       NA         NA 2010
715  37.382818, 127.119022       NA       NA         NA 2011
716  37.382818, 127.119022       NA       NA         NA 2012
717  37.382818, 127.119022       NA       NA         NA 2013
718  37.382818, 127.119022       NA       NA         NA 2014
719  37.382818, 127.119022       NA       NA         NA 2015
720  37.382818, 127.119022       NA       NA         NA 2016
721  37.382818, 127.119022       NA       NA         NA 2017
722  37.382818, 127.119022       NA       NA         NA 2018
723  37.382818, 127.119022       NA       NA         NA 2019
724  37.382122, 127.118664 127.1190 37.38282   83.49922 2019
725  37.382122, 127.118664 127.1190 37.38282   83.49922 2020
726  37.382122, 127.118664 127.1190 37.38282   83.49922 2021
727  37.382122, 127.118664 127.1190 37.38282   83.49922 2022
728  37.382122, 127.118664 127.1190 37.38282   83.49922 2023
729  37.434036, 127.129219       NA       NA         NA 2010
730  37.434036, 127.129219       NA       NA         NA 2011
731  37.434036, 127.129219       NA       NA         NA 2012
732  37.434036, 127.129219       NA       NA         NA 2013
733  37.434036, 127.129219       NA       NA         NA 2014
734  37.434036, 127.129219       NA       NA         NA 2015
735  37.434036, 127.129219       NA       NA         NA 2016
736  37.434036, 127.129219       NA       NA         NA 2017
737  37.434036, 127.129219       NA       NA         NA 2018
738  37.434036, 127.129219       NA       NA         NA 2019
739  37.434036, 127.129219       NA       NA         NA 2020
740  37.434036, 127.129219       NA       NA         NA 2021
741  37.434036, 127.129219       NA       NA         NA 2022
742  37.434036, 127.129219       NA       NA         NA 2023
743  37.457171, 127.131224       NA       NA         NA 2010
744  37.457171, 127.131224       NA       NA         NA 2011
745  37.457171, 127.131224       NA       NA         NA 2012
746  37.457171, 127.131224       NA       NA         NA 2013
747  37.457171, 127.131224       NA       NA         NA 2014
748  37.457171, 127.131224       NA       NA         NA 2015
749  37.457171, 127.131224       NA       NA         NA 2016
750  37.457171, 127.131224       NA       NA         NA 2017
751  37.457171, 127.131224       NA       NA         NA 2018
752  37.457171, 127.131224       NA       NA         NA 2019
753  37.457171, 127.131224       NA       NA         NA 2020
754  37.457171, 127.131224       NA       NA         NA 2021
755  37.457171, 127.131224       NA       NA         NA 2022
756  37.457171, 127.131224       NA       NA         NA 2023
757  37.428252, 127.146496       NA       NA         NA 2010
758  37.390502, 127.077685       NA       NA         NA 2010
759  37.390502, 127.077685       NA       NA         NA 2011
760  37.390502, 127.077685       NA       NA         NA 2012
761  37.390502, 127.077685       NA       NA         NA 2013
762  37.390502, 127.077685       NA       NA         NA 2014
763  37.390502, 127.077685       NA       NA         NA 2015
764  37.390502, 127.077685       NA       NA         NA 2016
765  37.390502, 127.077685       NA       NA         NA 2017
766  37.390502, 127.077685       NA       NA         NA 2018
767  37.390502, 127.077685       NA       NA         NA 2019
768  37.390502, 127.077685       NA       NA         NA 2020
769  37.390502, 127.077685       NA       NA         NA 2021
770  37.390502, 127.077685       NA       NA         NA 2022
771  37.390502, 127.077685       NA       NA         NA 2023
772  37.433142, 127.164354       NA       NA         NA 2010
773  37.433142, 127.164354       NA       NA         NA 2011
774  37.433142, 127.164354       NA       NA         NA 2012
775  37.433142, 127.164354       NA       NA         NA 2013
776  37.433142, 127.164354       NA       NA         NA 2014
777  37.433142, 127.164354       NA       NA         NA 2015
778  37.433142, 127.164354       NA       NA         NA 2016
779  37.433142, 127.164354       NA       NA         NA 2017
780  37.433142, 127.164354       NA       NA         NA 2018
781  37.433142, 127.164354       NA       NA         NA 2019
782  37.433142, 127.164354       NA       NA         NA 2020
783  37.433142, 127.164354       NA       NA         NA 2021
784  37.433142, 127.164354       NA       NA         NA 2022
785  37.433142, 127.164354       NA       NA         NA 2023
786  37.735510, 127.040803       NA       NA         NA 2010
787  37.735510, 127.040803       NA       NA         NA 2011
788  37.735510, 127.040803       NA       NA         NA 2012
789  37.735510, 127.040803       NA       NA         NA 2013
790  37.735510, 127.040803       NA       NA         NA 2014
791  37.735510, 127.040803       NA       NA         NA 2015
792  37.735510, 127.040803       NA       NA         NA 2016
793  37.735510, 127.040803       NA       NA         NA 2017
794  37.735510, 127.040803       NA       NA         NA 2018
795  37.735510, 127.040803       NA       NA         NA 2019
796  37.735510, 127.040803       NA       NA         NA 2020
797  37.735510, 127.040803       NA       NA         NA 2021
798  37.735510, 127.040803       NA       NA         NA 2022
799  37.735510, 127.040803       NA       NA         NA 2023
800  37.746353, 127.047509       NA       NA         NA 2010
801  37.746353, 127.047509       NA       NA         NA 2011
802  37.746353, 127.047509       NA       NA         NA 2012
803  37.746353, 127.047509       NA       NA         NA 2013
804  37.746353, 127.047509       NA       NA         NA 2014
805  37.746353, 127.047509       NA       NA         NA 2015
806  37.746353, 127.047509       NA       NA         NA 2016
807  37.746353, 127.047509       NA       NA         NA 2017
808  37.746353, 127.047509       NA       NA         NA 2018
809  37.746353, 127.047509       NA       NA         NA 2019
810  37.746353, 127.047509       NA       NA         NA 2020
811  37.746353, 127.047509       NA       NA         NA 2021
812  37.746353, 127.047509       NA       NA         NA 2022
813  37.746353, 127.047509       NA       NA         NA 2023
814  37.748056, 127.105883       NA       NA         NA 2020
815  37.748056, 127.105883       NA       NA         NA 2021
816  37.748056, 127.105883       NA       NA         NA 2022
817  37.748056, 127.105883       NA       NA         NA 2023
818  37.390067, 126.930475       NA       NA         NA 2010
819  37.390067, 126.930475       NA       NA         NA 2011
820  37.390067, 126.930475       NA       NA         NA 2012
821  37.390067, 126.930475       NA       NA         NA 2013
822  37.390067, 126.930475       NA       NA         NA 2014
823  37.390067, 126.930475       NA       NA         NA 2015
824  37.390067, 126.930475       NA       NA         NA 2016
825  37.390067, 126.930475       NA       NA         NA 2017
826  37.390067, 126.930475       NA       NA         NA 2018
827  37.390067, 126.930475       NA       NA         NA 2019
828  37.390067, 126.930475       NA       NA         NA 2020
829  37.390067, 126.930475       NA       NA         NA 2021
830  37.384969, 126.931535 126.9305 37.39007  573.53530 2021
831  37.384969, 126.931535 126.9305 37.39007  573.53530 2022
832  37.384969, 126.931535 126.9305 37.39007  573.53530 2023
833  37.394093, 126.957984       NA       NA         NA 2010
834  37.394093, 126.957984       NA       NA         NA 2011
835  37.394093, 126.957984       NA       NA         NA 2012
836  37.394093, 126.957984       NA       NA         NA 2013
837  37.394093, 126.957984       NA       NA         NA 2014
838  37.394093, 126.957984       NA       NA         NA 2015
839  37.394093, 126.957984       NA       NA         NA 2016
840  37.394093, 126.957984       NA       NA         NA 2017
841  37.394093, 126.957984       NA       NA         NA 2018
842  37.394093, 126.957984       NA       NA         NA 2019
843  37.394093, 126.957984       NA       NA         NA 2020
844  37.394093, 126.957984       NA       NA         NA 2021
845  37.394093, 126.957984       NA       NA         NA 2022
846  37.394093, 126.957984       NA       NA         NA 2023
847  37.381244, 126.952521       NA       NA         NA 2010
848  37.381244, 126.952521       NA       NA         NA 2011
849  37.381244, 126.952521       NA       NA         NA 2012
850  37.381244, 126.952521       NA       NA         NA 2013
851  37.381244, 126.952521       NA       NA         NA 2014
852  37.381244, 126.952521       NA       NA         NA 2015
853  37.381244, 126.952521       NA       NA         NA 2016
854  37.381244, 126.952521       NA       NA         NA 2017
855  37.381244, 126.952521       NA       NA         NA 2018
856  37.381244, 126.952521       NA       NA         NA 2019
857  37.381244, 126.952521       NA       NA         NA 2020
858  37.367807, 126.959162 126.9525 37.38124 1603.11425 2020
859  37.367807, 126.959162 126.9525 37.38124 1603.11425 2021
860  37.367807, 126.959162 126.9525 37.38124 1603.11425 2022
861  37.367807, 126.959162 126.9525 37.38124 1603.11425 2023
862  37.405025, 126.917596       NA       NA         NA 2010
863  37.405025, 126.917596       NA       NA         NA 2011
864  37.405025, 126.917596       NA       NA         NA 2012
865  37.405025, 126.917596       NA       NA         NA 2013
866  37.405025, 126.917596       NA       NA         NA 2014
867  37.405025, 126.917596       NA       NA         NA 2015
868  37.405025, 126.917596       NA       NA         NA 2016
869  37.405025, 126.917596       NA       NA         NA 2017
870  37.405025, 126.917596       NA       NA         NA 2018
871  37.405025, 126.917596       NA       NA         NA 2019
872  37.405025, 126.917596       NA       NA         NA 2020
873  37.405025, 126.917596       NA       NA         NA 2021
874  37.405025, 126.917596       NA       NA         NA 2022
875  37.405025, 126.917596       NA       NA         NA 2023
876  37.476267, 126.869777       NA       NA         NA 2010
877  37.476267, 126.869777       NA       NA         NA 2011
878  37.476267, 126.869777       NA       NA         NA 2012
879  37.476267, 126.869777       NA       NA         NA 2013
880  37.476267, 126.869777       NA       NA         NA 2014
881  37.476267, 126.869777       NA       NA         NA 2015
882  37.476267, 126.869777       NA       NA         NA 2016
883  37.476267, 126.869777       NA       NA         NA 2017
884  37.476267, 126.869777       NA       NA         NA 2018
885  37.478717, 126.865187 126.8698 37.47627  488.64155 2018
886  37.478717, 126.865187 126.8698 37.47627  488.64155 2019
887  37.478717, 126.865187 126.8698 37.47627  488.64155 2020
888  37.478717, 126.865187 126.8698 37.47627  488.64155 2021
889  37.478717, 126.865187 126.8698 37.47627  488.64155 2022
890  37.478717, 126.865187 126.8698 37.47627  488.64155 2023
891  37.480240, 126.856947       NA       NA         NA 2010
892  37.452360, 126.885019       NA       NA         NA 2010
893  37.452360, 126.885019       NA       NA         NA 2011
894  37.452360, 126.885019       NA       NA         NA 2012
895  37.452360, 126.885019       NA       NA         NA 2013
896  37.452360, 126.885019       NA       NA         NA 2014
897  37.452360, 126.885019       NA       NA         NA 2015
898  37.452360, 126.885019       NA       NA         NA 2016
899  37.445372, 126.887787 126.8850 37.45236  813.32640 2016
900  37.445372, 126.887787 126.8850 37.45236  813.32640 2017
901  37.445372, 126.887787 126.8850 37.45236  813.32640 2018
902  37.445372, 126.887787 126.8850 37.45236  813.32640 2019
903  37.445372, 126.887787 126.8850 37.45236  813.32640 2020
904  37.445372, 126.887787 126.8850 37.45236  813.32640 2021
905  37.445372, 126.887787 126.8850 37.45236  813.32640 2022
906  37.445372, 126.887787 126.8850 37.45236  813.32640 2023
907  37.322016, 126.830470       NA       NA         NA 2010
908  37.322016, 126.830470       NA       NA         NA 2011
909  37.322016, 126.830470       NA       NA         NA 2012
910  37.322016, 126.830470       NA       NA         NA 2013
911  37.322016, 126.830470       NA       NA         NA 2014
912  37.322016, 126.830470       NA       NA         NA 2015
913  37.322016, 126.830470       NA       NA         NA 2016
914  37.322016, 126.830470       NA       NA         NA 2017
915  37.322016, 126.830470       NA       NA         NA 2018
916  37.322016, 126.830470       NA       NA         NA 2019
917  37.322016, 126.830470       NA       NA         NA 2020
918  37.322016, 126.830470       NA       NA         NA 2021
919  37.322016, 126.830470       NA       NA         NA 2022
920  37.322016, 126.830470       NA       NA         NA 2023
921  37.305328, 126.788558       NA       NA         NA 2010
922  37.305328, 126.788558       NA       NA         NA 2011
923  37.305328, 126.788558       NA       NA         NA 2012
924  37.305328, 126.788558       NA       NA         NA 2013
925  37.305328, 126.788558       NA       NA         NA 2014
926  37.305328, 126.788558       NA       NA         NA 2015
927  37.305328, 126.788558       NA       NA         NA 2016
928  37.305328, 126.788558       NA       NA         NA 2017
929  37.305328, 126.788558       NA       NA         NA 2018
930  37.305328, 126.788558       NA       NA         NA 2019
931  37.305328, 126.788558       NA       NA         NA 2020
932  37.305328, 126.788558       NA       NA         NA 2021
933  37.305328, 126.788558       NA       NA         NA 2022
934  37.305328, 126.788558       NA       NA         NA 2023
935  37.296176, 126.872156       NA       NA         NA 2010
936  37.296176, 126.872156       NA       NA         NA 2011
937  37.296176, 126.872156       NA       NA         NA 2012
938  37.296176, 126.872156       NA       NA         NA 2013
939  37.296176, 126.872156       NA       NA         NA 2014
940  37.296176, 126.872156       NA       NA         NA 2015
941  37.296176, 126.872156       NA       NA         NA 2016
942  37.296176, 126.872156       NA       NA         NA 2017
943  37.296176, 126.872156       NA       NA         NA 2018
944  37.296176, 126.872156       NA       NA         NA 2019
945  37.296176, 126.872156       NA       NA         NA 2020
946  37.296176, 126.872156       NA       NA         NA 2021
947  37.289219, 126.864547 126.8722 37.29618 1025.35506 2021
948  37.289219, 126.864547 126.8722 37.29618 1025.35506 2022
949  37.289219, 126.864547 126.8722 37.29618 1025.35506 2023
950  37.331638, 126.801895       NA       NA         NA 2010
951  37.331638, 126.801895       NA       NA         NA 2011
952  37.331638, 126.801895       NA       NA         NA 2012
953  37.331638, 126.801895       NA       NA         NA 2013
954  37.331638, 126.801895       NA       NA         NA 2014
955  37.331638, 126.801895       NA       NA         NA 2015
956  37.331638, 126.801895       NA       NA         NA 2016
957  37.331638, 126.801895       NA       NA         NA 2017
958  37.331638, 126.801895       NA       NA         NA 2018
959  37.331638, 126.801895       NA       NA         NA 2019
960  37.331638, 126.801895       NA       NA         NA 2020
961  37.336775, 126.794347 126.8019 37.33164  878.90836 2021
962  37.336775, 126.794347 126.8019 37.33164  878.90836 2022
963  37.336775, 126.794347 126.8019 37.33164  878.90836 2023
964  37.331921, 126.861152       NA       NA         NA 2010
965  37.331921, 126.861152       NA       NA         NA 2011
966  37.331921, 126.861152       NA       NA         NA 2012
967  37.331921, 126.861152       NA       NA         NA 2013
968  37.331921, 126.861152       NA       NA         NA 2014
969  37.331921, 126.861152       NA       NA         NA 2015
970  37.331921, 126.861152       NA       NA         NA 2016
971  37.331921, 126.861152       NA       NA         NA 2017
972  37.331921, 126.861152       NA       NA         NA 2018
973  37.331921, 126.861152       NA       NA         NA 2019
974  37.331921, 126.861152       NA       NA         NA 2020
975  37.331921, 126.861152       NA       NA         NA 2021
976  37.331921, 126.861152       NA       NA         NA 2022
977  37.331921, 126.861152       NA       NA         NA 2023
978  37.243714, 126.585335       NA       NA         NA 2010
979  37.243714, 126.585335       NA       NA         NA 2011
980  37.243714, 126.585335       NA       NA         NA 2012
981  37.243714, 126.585335       NA       NA         NA 2013
982  37.243714, 126.585335       NA       NA         NA 2014
983  37.243714, 126.585335       NA       NA         NA 2015
984  37.243714, 126.585335       NA       NA         NA 2016
985  37.243714, 126.585335       NA       NA         NA 2017
986  37.243714, 126.585335       NA       NA         NA 2018
987  37.243714, 126.585335       NA       NA         NA 2019
988  37.243714, 126.585335       NA       NA         NA 2020
989  37.243714, 126.585335       NA       NA         NA 2021
990  37.243714, 126.585335       NA       NA         NA 2022
991  37.243714, 126.585335       NA       NA         NA 2023
992  37.305100, 126.833287       NA       NA         NA 2010
993  37.305100, 126.833287       NA       NA         NA 2011
994  37.305100, 126.833287       NA       NA         NA 2012
995  37.305100, 126.833287       NA       NA         NA 2013
996  37.305100, 126.833287       NA       NA         NA 2014
997  37.305100, 126.833287       NA       NA         NA 2015
998  37.305100, 126.833287       NA       NA         NA 2016
999  37.305100, 126.833287       NA       NA         NA 2017
1000 37.305100, 126.833287       NA       NA         NA 2018
1001 37.305100, 126.833287       NA       NA         NA 2019
1002 37.305100, 126.833287       NA       NA         NA 2020
1003 37.305100, 126.833287       NA       NA         NA 2021
1004 37.305100, 126.833287       NA       NA         NA 2022
1005 37.305100, 126.833287       NA       NA         NA 2023
1006 37.316770, 126.828810       NA       NA         NA 2010
1007 37.316770, 126.828810       NA       NA         NA 2011
1008 37.316770, 126.828810       NA       NA         NA 2012
1009 37.316770, 126.828810       NA       NA         NA 2013
1010 37.316770, 126.828810       NA       NA         NA 2014
1011 37.316770, 126.828810       NA       NA         NA 2015
1012 37.316770, 126.828810       NA       NA         NA 2016
1013 37.316770, 126.828810       NA       NA         NA 2017
1014 37.316770, 126.828810       NA       NA         NA 2018
1015 37.316770, 126.828810       NA       NA         NA 2019
1016 37.316770, 126.828810       NA       NA         NA 2020
1017 37.316770, 126.828810       NA       NA         NA 2021
1018 37.316770, 126.828810       NA       NA         NA 2022
1019 37.316770, 126.828810       NA       NA         NA 2023
1020 37.423986, 126.994264       NA       NA         NA 2010
1021 37.423986, 126.994264       NA       NA         NA 2011
1022 37.423986, 126.994264       NA       NA         NA 2012
1023 37.423986, 126.994264       NA       NA         NA 2013
1024 37.423986, 126.994264       NA       NA         NA 2014
1025 37.423986, 126.994264       NA       NA         NA 2015
1026 37.423986, 126.994264       NA       NA         NA 2016
1027 37.423986, 126.994264       NA       NA         NA 2017
1028 37.423986, 126.994264       NA       NA         NA 2018
1029 37.423986, 126.994264       NA       NA         NA 2019
1030 37.423986, 126.994264       NA       NA         NA 2020
1031 37.423986, 126.994264       NA       NA         NA 2021
1032 37.423986, 126.994264       NA       NA         NA 2022
1033 37.423986, 126.994264       NA       NA         NA 2023
1034 37.449029, 127.003526       NA       NA         NA 2010
1035 37.449029, 127.003526       NA       NA         NA 2011
1036 37.449029, 127.003526       NA       NA         NA 2012
1037 37.449029, 127.003526       NA       NA         NA 2013
1038 37.449029, 127.003526       NA       NA         NA 2014
1039 37.449029, 127.003526       NA       NA         NA 2015
1040 37.449029, 127.003526       NA       NA         NA 2016
1041 37.449029, 127.003526       NA       NA         NA 2017
1042 37.449029, 127.003526       NA       NA         NA 2018
1043 37.449029, 127.003526       NA       NA         NA 2019
1044 37.449029, 127.003526       NA       NA         NA 2020
1045 37.449029, 127.003526       NA       NA         NA 2021
1046 37.449029, 127.003526       NA       NA         NA 2022
1047 37.449029, 127.003526       NA       NA         NA 2023
1048 37.595264, 127.136300       NA       NA         NA 2010
1049 37.595264, 127.136300       NA       NA         NA 2011
1050 37.595264, 127.136300       NA       NA         NA 2012
1051 37.595264, 127.136300       NA       NA         NA 2013
1052 37.595264, 127.136300       NA       NA         NA 2014
1053 37.595264, 127.136300       NA       NA         NA 2015
1054 37.595264, 127.136300       NA       NA         NA 2016
1055 37.595264, 127.136300       NA       NA         NA 2017
1056 37.595264, 127.136300       NA       NA         NA 2018
1057 37.595264, 127.136300       NA       NA         NA 2019
1058 37.594638, 127.130071 127.1363 37.59526  554.47418 2019
1059 37.594638, 127.130071 127.1363 37.59526  554.47418 2020
1060 37.594638, 127.130071 127.1363 37.59526  554.47418 2021
1061 37.594638, 127.130071 127.1363 37.59526  554.47418 2022
1062 37.594638, 127.130071 127.1363 37.59526  554.47418 2023
1063 37.618644, 127.138315       NA       NA         NA 2010
1064 37.618644, 127.138315       NA       NA         NA 2011
1065 37.618644, 127.138315       NA       NA         NA 2012
1066 37.618644, 127.138315       NA       NA         NA 2013
1067 37.618644, 127.138315       NA       NA         NA 2014
1068 37.618644, 127.138315       NA       NA         NA 2015
1069 37.618644, 127.138315       NA       NA         NA 2016
1070 37.618644, 127.138315       NA       NA         NA 2017
1071 37.618644, 127.138315       NA       NA         NA 2018
1072 37.618644, 127.138315       NA       NA         NA 2019
1073 37.618644, 127.138315       NA       NA         NA 2020
1074 37.618644, 127.138315       NA       NA         NA 2021
1075 37.618644, 127.138315       NA       NA         NA 2022
1076 37.618644, 127.138315       NA       NA         NA 2023
1077 37.319399, 126.950417       NA       NA         NA 2010
1078 37.319399, 126.950417       NA       NA         NA 2011
1079 37.319399, 126.950417       NA       NA         NA 2012
1080 37.319399, 126.950417       NA       NA         NA 2013
1081 37.319399, 126.950417       NA       NA         NA 2014
1082 37.319399, 126.950417       NA       NA         NA 2015
1083 37.319399, 126.950417       NA       NA         NA 2016
1084 37.319399, 126.950417       NA       NA         NA 2017
1085 37.319399, 126.950417       NA       NA         NA 2018
1086 37.319399, 126.950417       NA       NA         NA 2019
1087 37.319399, 126.950417       NA       NA         NA 2020
1088 37.317779, 126.957254 126.9504 37.31940  632.13224 2020
1089 37.317779, 126.957254 126.9504 37.31940  632.13224 2021
1090 37.317779, 126.957254 126.9504 37.31940  632.13224 2022
1091 37.317779, 126.957254 126.9504 37.31940  632.13224 2023
1092 37.347786, 126.975996       NA       NA         NA 2010
1093 37.347786, 126.975996       NA       NA         NA 2011
1094 37.347786, 126.975996       NA       NA         NA 2012
1095 37.347786, 126.975996       NA       NA         NA 2013
1096 37.347786, 126.975996       NA       NA         NA 2014
1097 37.347786, 126.975996       NA       NA         NA 2015
1098 37.347786, 126.975996       NA       NA         NA 2016
1099 37.347786, 126.975996       NA       NA         NA 2017
1100 37.344278, 126.968899 126.9760 37.34779  739.60903 2017
1101 37.344278, 126.968899 126.9760 37.34779  739.60903 2018
1102 37.344278, 126.968899 126.9760 37.34779  739.60903 2019
1103 37.344278, 126.968899 126.9760 37.34779  739.60903 2020
1104 37.344278, 126.968899 126.9760 37.34779  739.60903 2021
1105 37.344278, 126.968899 126.9760 37.34779  739.60903 2022
1106 37.344278, 126.968899 126.9760 37.34779  739.60903 2023
1107 37.346872, 126.739932       NA       NA         NA 2010
1108 37.346872, 126.739932       NA       NA         NA 2011
1109 37.346872, 126.739932       NA       NA         NA 2012
1110 37.346872, 126.739932       NA       NA         NA 2013
1111 37.346872, 126.739932       NA       NA         NA 2014
1112 37.346872, 126.739932       NA       NA         NA 2015
1113 37.346872, 126.739932       NA       NA         NA 2016
1114 37.346872, 126.739932       NA       NA         NA 2017
1115 37.346872, 126.739932       NA       NA         NA 2018
1116 37.346872, 126.739932       NA       NA         NA 2019
1117 37.346872, 126.739932       NA       NA         NA 2020
1118 37.346872, 126.739932       NA       NA         NA 2021
1119 37.346872, 126.739932       NA       NA         NA 2022
1120 37.346872, 126.739932       NA       NA         NA 2023
1121 37.336637, 126.724728       NA       NA         NA 2010
1122 37.336637, 126.724728       NA       NA         NA 2011
1123 37.336637, 126.724728       NA       NA         NA 2012
1124 37.336637, 126.724728       NA       NA         NA 2013
1125 37.336637, 126.724728       NA       NA         NA 2014
1126 37.336637, 126.724728       NA       NA         NA 2015
1127 37.336637, 126.724728       NA       NA         NA 2016
1128 37.336637, 126.724728       NA       NA         NA 2017
1129 37.336637, 126.724728       NA       NA         NA 2018
1130 37.336637, 126.724728       NA       NA         NA 2019
1131 37.336637, 126.724728       NA       NA         NA 2020
1132 37.336637, 126.724728       NA       NA         NA 2021
1133 37.336637, 126.724728       NA       NA         NA 2022
1134 37.336637, 126.724728       NA       NA         NA 2023
1135 37.443077, 126.788519       NA       NA         NA 2010
1136 37.443077, 126.788519       NA       NA         NA 2011
1137 37.443077, 126.788519       NA       NA         NA 2012
1138 37.443077, 126.788519       NA       NA         NA 2013
1139 37.443077, 126.788519       NA       NA         NA 2014
1140 37.443077, 126.788519       NA       NA         NA 2015
1141 37.443077, 126.788519       NA       NA         NA 2016
1142 37.443077, 126.788519       NA       NA         NA 2017
1143 37.443077, 126.788519       NA       NA         NA 2018
1144 37.443077, 126.788519       NA       NA         NA 2019
1145 37.443077, 126.788519       NA       NA         NA 2020
1146 37.443077, 126.788519       NA       NA         NA 2021
1147 37.443077, 126.788519       NA       NA         NA 2022
1148 37.443077, 126.788519       NA       NA         NA 2023
1149 37.386187, 126.861773       NA       NA         NA 2019
1150 37.386187, 126.861773       NA       NA         NA 2020
1151 37.386187, 126.861773       NA       NA         NA 2021
1152 37.386187, 126.861773       NA       NA         NA 2022
1153 37.386187, 126.861773       NA       NA         NA 2023
1154 37.380444, 126.804051       NA       NA         NA 2020
1155 37.380444, 126.804051       NA       NA         NA 2021
1156 37.380444, 126.804051       NA       NA         NA 2022
1157 37.380444, 126.804051       NA       NA         NA 2023
1158 37.352521, 126.710771       NA       NA         NA 2021
1159 37.352521, 126.710771       NA       NA         NA 2022
1160 37.352521, 126.710771       NA       NA         NA 2023
1161 37.373450, 126.733440       NA       NA         NA 2021
1162 37.373450, 126.733440       NA       NA         NA 2022
1163 37.373450, 126.733440       NA       NA         NA 2023
1164 37.635428, 127.215769       NA       NA         NA 2010
1165 37.635428, 127.215769       NA       NA         NA 2011
1166 37.635428, 127.215769       NA       NA         NA 2012
1167 37.635428, 127.215769       NA       NA         NA 2013
1168 37.635428, 127.215769       NA       NA         NA 2014
1169 37.635428, 127.215769       NA       NA         NA 2015
1170 37.635428, 127.215769       NA       NA         NA 2016
1171 37.635428, 127.215769       NA       NA         NA 2017
1172 37.635428, 127.215769       NA       NA         NA 2018
1173 37.635428, 127.215769       NA       NA         NA 2019
1174 37.635428, 127.215769       NA       NA         NA 2020
1175 37.635428, 127.215769       NA       NA         NA 2021
1176 37.635428, 127.215769       NA       NA         NA 2022
1177 37.635428, 127.215769       NA       NA         NA 2023
1178 37.698499, 127.204875       NA       NA         NA 2013
1179 37.698499, 127.204875       NA       NA         NA 2014
1180 37.698499, 127.204875       NA       NA         NA 2015
1181 37.698499, 127.204875       NA       NA         NA 2016
1182 37.698499, 127.204875       NA       NA         NA 2017
1183 37.698499, 127.204875       NA       NA         NA 2018
1184 37.698499, 127.204875       NA       NA         NA 2019
1185 37.698499, 127.204875       NA       NA         NA 2020
1186 37.698499, 127.204875       NA       NA         NA 2021
1187 37.698499, 127.204875       NA       NA         NA 2022
1188 37.698499, 127.204875       NA       NA         NA 2023
1189 37.653266, 127.115388       NA       NA         NA 2018
1190 37.653266, 127.115388       NA       NA         NA 2019
1191 37.653266, 127.115388       NA       NA         NA 2020
1192 37.653266, 127.115388       NA       NA         NA 2021
1193 37.653266, 127.115388       NA       NA         NA 2022
1194 37.653266, 127.115388       NA       NA         NA 2023
1195 37.657901, 127.300812       NA       NA         NA 2018
1196 37.657901, 127.300812       NA       NA         NA 2019
1197 37.657901, 127.300812       NA       NA         NA 2020
1198 37.657901, 127.300812       NA       NA         NA 2021
1199 37.657901, 127.300812       NA       NA         NA 2022
1200 37.657901, 127.300812       NA       NA         NA 2023
1201 37.608697, 127.162676       NA       NA         NA 2020
1202 37.608697, 127.162676       NA       NA         NA 2021
1203 37.608697, 127.162676       NA       NA         NA 2022
1204 37.608697, 127.162676       NA       NA         NA 2023
1205 37.580908, 127.226252       NA       NA         NA 2021
1206 37.580908, 127.226252       NA       NA         NA 2022
1207 37.580908, 127.226252       NA       NA         NA 2023
1208 37.726476, 127.189887       NA       NA         NA 2021
1209 37.726476, 127.189887       NA       NA         NA 2022
1210 37.726476, 127.189887       NA       NA         NA 2023
1211 36.992265, 127.112566       NA       NA         NA 2010
1212 36.992265, 127.112566       NA       NA         NA 2011
1213 36.992265, 127.112566       NA       NA         NA 2012
1214 36.992265, 127.112566       NA       NA         NA 2013
1215 36.992265, 127.112566       NA       NA         NA 2014
1216 36.992265, 127.112566       NA       NA         NA 2015
1217 36.992265, 127.112566       NA       NA         NA 2016
1218 36.992265, 127.112566       NA       NA         NA 2017
1219 36.992265, 127.112566       NA       NA         NA 2018
1220 36.991223, 127.112648 127.1126 36.99227  115.86871 2018
1221 36.991223, 127.112648 127.1126 36.99227  115.86871 2019
1222 36.991223, 127.112648 127.1126 36.99227  115.86871 2020
1223 36.991223, 127.112648 127.1126 36.99227  115.86871 2021
1224 36.991223, 127.112648 127.1126 36.99227  115.86871 2022
1225 36.991223, 127.112648 127.1126 36.99227  115.86871 2023
1226 36.985929, 126.931412       NA       NA         NA 2010
1227 36.985929, 126.931412       NA       NA         NA 2011
1228 36.985929, 126.931412       NA       NA         NA 2012
1229 36.985929, 126.931412       NA       NA         NA 2013
1230 36.985929, 126.931412       NA       NA         NA 2014
1231 36.985929, 126.931412       NA       NA         NA 2015
1232 36.985929, 126.931412       NA       NA         NA 2016
1233 36.985929, 126.931412       NA       NA         NA 2017
1234 36.985929, 126.931412       NA       NA         NA 2018
1235 36.985929, 126.931412       NA       NA         NA 2019
1236 36.985929, 126.931412       NA       NA         NA 2020
1237 36.985929, 126.931412       NA       NA         NA 2021
1238 36.985929, 126.931412       NA       NA         NA 2022
1239 36.985929, 126.931412       NA       NA         NA 2023
1240 36.974775, 126.845503       NA       NA         NA 2013
1241 36.974775, 126.845503       NA       NA         NA 2014
1242 36.974775, 126.845503       NA       NA         NA 2015
1243 36.974775, 126.845503       NA       NA         NA 2016
1244 36.974775, 126.845503       NA       NA         NA 2017
1245 36.974775, 126.845503       NA       NA         NA 2018
1246 36.974775, 126.845503       NA       NA         NA 2019
1247 36.974775, 126.845503       NA       NA         NA 2020
1248 36.974775, 126.845503       NA       NA         NA 2021
1249 36.974775, 126.845503       NA       NA         NA 2022
1250 36.974775, 126.845503       NA       NA         NA 2023
1251 37.081666, 127.060110       NA       NA         NA 2018
1252 37.081666, 127.060110       NA       NA         NA 2019
1253 37.081666, 127.060110       NA       NA         NA 2020
1254 37.081666, 127.060110       NA       NA         NA 2021
1255 37.081666, 127.060110       NA       NA         NA 2022
1256 37.081666, 127.060110       NA       NA         NA 2023
1257 37.020316, 126.918315       NA       NA         NA 2020
1258 37.020316, 126.918315       NA       NA         NA 2021
1259 37.020316, 126.918315       NA       NA         NA 2022
1260 37.020316, 126.918315       NA       NA         NA 2023
1261 37.053153, 127.046671       NA       NA         NA 2021
1262 37.053153, 127.046671       NA       NA         NA 2022
1263 37.053153, 127.046671       NA       NA         NA 2023
1264 37.756312, 126.773904       NA       NA         NA 2010
1265 37.756312, 126.773904       NA       NA         NA 2011
1266 37.756312, 126.773904       NA       NA         NA 2012
1267 37.756312, 126.773904       NA       NA         NA 2013
1268 37.756312, 126.773904       NA       NA         NA 2014
1269 37.756312, 126.773904       NA       NA         NA 2015
1270 37.756312, 126.773904       NA       NA         NA 2016
1271 37.756312, 126.773904       NA       NA         NA 2017
1272 37.756312, 126.773904       NA       NA         NA 2018
1273 37.756312, 126.773904       NA       NA         NA 2019
1274 37.756312, 126.773904       NA       NA         NA 2020
1275 37.756312, 126.773904       NA       NA         NA 2021
1276 37.756312, 126.773904       NA       NA         NA 2022
1277 37.756312, 126.773904       NA       NA         NA 2023
1278 37.723441, 126.755976       NA       NA         NA 2015
1279 37.723441, 126.755976       NA       NA         NA 2016
1280 37.723441, 126.755976       NA       NA         NA 2017
1281 37.723441, 126.755976       NA       NA         NA 2018
1282 37.723441, 126.755976       NA       NA         NA 2019
1283 37.723441, 126.755976       NA       NA         NA 2020
1284 37.723441, 126.755976       NA       NA         NA 2021
1285 37.723441, 126.755976       NA       NA         NA 2022
1286 37.723441, 126.755976       NA       NA         NA 2023
1287 37.906162, 126.730387       NA       NA         NA 2017
1288 37.906162, 126.730387       NA       NA         NA 2018
1289 37.906162, 126.730387       NA       NA         NA 2019
1290 37.906162, 126.730387       NA       NA         NA 2020
1291 37.906162, 126.730387       NA       NA         NA 2021
1292 37.906162, 126.730387       NA       NA         NA 2022
1293 37.906162, 126.730387       NA       NA         NA 2023
1294 37.830825, 126.832906       NA       NA         NA 2020
1295 37.830825, 126.832906       NA       NA         NA 2021
1296 37.830825, 126.832906       NA       NA         NA 2022
1297 37.830825, 126.832906       NA       NA         NA 2023
1298 37.625131, 126.842265       NA       NA         NA 2010
1299 37.625131, 126.842265       NA       NA         NA 2011
1300 37.625131, 126.842265       NA       NA         NA 2012
1301 37.625131, 126.842265       NA       NA         NA 2013
1302 37.625131, 126.842265       NA       NA         NA 2014
1303 37.625131, 126.842265       NA       NA         NA 2015
1304 37.625131, 126.842265       NA       NA         NA 2016
1305 37.625131, 126.842265       NA       NA         NA 2017
1306 37.625131, 126.842265       NA       NA         NA 2018
1307 37.625131, 126.842265       NA       NA         NA 2019
1308 37.625131, 126.842265       NA       NA         NA 2020
1309 37.625131, 126.842265       NA       NA         NA 2021
1310 37.625131, 126.842265       NA       NA         NA 2022
1311 37.625131, 126.842265       NA       NA         NA 2023
1312 37.670696, 126.777651       NA       NA         NA 2010
1313 37.670696, 126.777651       NA       NA         NA 2011
1314 37.676077, 126.815913 126.7777 37.67070 3427.92434 2011
1315 37.676077, 126.815913 126.7777 37.67070 3427.92434 2012
1316 37.685860, 126.813186 126.8159 37.67608 1112.14651 2012
1317 37.685860, 126.813186 126.8159 37.67608 1112.14651 2013
1318 37.685860, 126.813186 126.8159 37.67608 1112.14651 2014
1319 37.685860, 126.813186 126.8159 37.67608 1112.14651 2015
1320 37.685860, 126.813186 126.8159 37.67608 1112.14651 2016
1321 37.685860, 126.813186 126.8159 37.67608 1112.14651 2017
1322 37.685860, 126.813186 126.8159 37.67608 1112.14651 2018
1323 37.685860, 126.813186 126.8159 37.67608 1112.14651 2019
1324 37.685860, 126.813186 126.8159 37.67608 1112.14651 2020
1325 37.685860, 126.813186 126.8159 37.67608 1112.14651 2021
1326 37.685860, 126.813186 126.8159 37.67608 1112.14651 2022
1327 37.685860, 126.813186 126.8159 37.67608 1112.14651 2023
1328 37.654655, 126.775838       NA       NA         NA 2010
1329 37.654655, 126.775838       NA       NA         NA 2011
1330 37.654655, 126.775838       NA       NA         NA 2012
1331 37.654655, 126.775838       NA       NA         NA 2013
1332 37.654655, 126.775838       NA       NA         NA 2014
1333 37.654655, 126.775838       NA       NA         NA 2015
1334 37.654655, 126.775838       NA       NA         NA 2016
1335 37.654655, 126.775838       NA       NA         NA 2017
1336 37.654655, 126.775838       NA       NA         NA 2018
1337 37.654655, 126.775838       NA       NA         NA 2019
1338 37.654655, 126.775838       NA       NA         NA 2020
1339 37.654655, 126.775838       NA       NA         NA 2021
1340 37.654655, 126.775838       NA       NA         NA 2022
1341 37.654655, 126.775838       NA       NA         NA 2023
1342 37.666268, 126.886391       NA       NA         NA 2016
1343 37.666268, 126.886391       NA       NA         NA 2017
1344 37.666268, 126.886391       NA       NA         NA 2018
1345 37.666268, 126.886391       NA       NA         NA 2019
1346 37.666268, 126.886391       NA       NA         NA 2020
1347 37.666268, 126.886391       NA       NA         NA 2021
1348 37.666268, 126.886391       NA       NA         NA 2022
1349 37.666268, 126.886391       NA       NA         NA 2023
1350 37.668482, 126.756506       NA       NA         NA 2018
1351 37.668482, 126.756506       NA       NA         NA 2019
1352 37.668482, 126.756506       NA       NA         NA 2020
1353 37.668482, 126.756506       NA       NA         NA 2021
1354 37.668482, 126.756506       NA       NA         NA 2022
1355 37.668482, 126.756506       NA       NA         NA 2023
1356 37.411281, 127.257711       NA       NA         NA 2010
1357 37.411281, 127.257711       NA       NA         NA 2011
1358 37.411281, 127.257711       NA       NA         NA 2012
1359 37.411281, 127.257711       NA       NA         NA 2013
1360 37.411281, 127.257711       NA       NA         NA 2014
1361 37.411281, 127.257711       NA       NA         NA 2015
1362 37.411281, 127.257711       NA       NA         NA 2016
1363 37.411281, 127.257711       NA       NA         NA 2017
1364 37.411281, 127.257711       NA       NA         NA 2018
1365 37.411281, 127.257711       NA       NA         NA 2019
1366 37.411281, 127.257711       NA       NA         NA 2020
1367 37.411281, 127.257711       NA       NA         NA 2021
1368 37.411281, 127.257711       NA       NA         NA 2022
1369 37.411281, 127.257711       NA       NA         NA 2023
1370 37.366277, 127.228389       NA       NA         NA 2020
1371 37.366277, 127.228389       NA       NA         NA 2021
1372 37.366277, 127.228389       NA       NA         NA 2022
1373 37.366277, 127.228389       NA       NA         NA 2023
1374 37.351055, 127.352239       NA       NA         NA 2020
1375 37.351055, 127.352239       NA       NA         NA 2021
1376 37.351055, 127.352239       NA       NA         NA 2022
1377 37.351055, 127.352239       NA       NA         NA 2023
1378 37.234000, 127.201980       NA       NA         NA 2010
1379 37.234000, 127.201980       NA       NA         NA 2011
1380 37.234000, 127.201980       NA       NA         NA 2012
1381 37.234000, 127.201980       NA       NA         NA 2013
1382 37.234000, 127.201980       NA       NA         NA 2014
1383 37.234000, 127.201980       NA       NA         NA 2015
1384 37.234000, 127.201980       NA       NA         NA 2016
1385 37.234000, 127.201980       NA       NA         NA 2017
1386 37.234000, 127.201980       NA       NA         NA 2018
1387 37.234000, 127.201980       NA       NA         NA 2019
1388 37.234000, 127.201980       NA       NA         NA 2020
1389 37.234000, 127.201980       NA       NA         NA 2021
1390 37.234000, 127.201980       NA       NA         NA 2022
1391 37.234000, 127.201980       NA       NA         NA 2023
1392 37.327846, 127.095119       NA       NA         NA 2010
1393 37.327846, 127.095119       NA       NA         NA 2011
1394 37.327846, 127.095119       NA       NA         NA 2012
1395 37.327846, 127.095119       NA       NA         NA 2013
1396 37.327846, 127.095119       NA       NA         NA 2014
1397 37.327846, 127.095119       NA       NA         NA 2015
1398 37.327846, 127.095119       NA       NA         NA 2016
1399 37.327846, 127.095119       NA       NA         NA 2017
1400 37.327846, 127.095119       NA       NA         NA 2018
1401 37.327846, 127.095119       NA       NA         NA 2019
1402 37.327846, 127.095119       NA       NA         NA 2020
1403 37.327846, 127.095119       NA       NA         NA 2021
1404 37.327846, 127.095119       NA       NA         NA 2022
1405 37.327846, 127.095119       NA       NA         NA 2023
1406 37.280519, 127.115092       NA       NA         NA 2010
1407 37.280519, 127.115092       NA       NA         NA 2011
1408 37.280519, 127.115092       NA       NA         NA 2012
1409 37.280519, 127.115092       NA       NA         NA 2013
1410 37.280519, 127.115092       NA       NA         NA 2014
1411 37.280519, 127.115092       NA       NA         NA 2015
1412 37.280519, 127.115092       NA       NA         NA 2016
1413 37.280519, 127.115092       NA       NA         NA 2017
1414 37.280519, 127.115092       NA       NA         NA 2018
1415 37.280519, 127.115092       NA       NA         NA 2019
1416 37.280519, 127.115092       NA       NA         NA 2020
1417 37.280519, 127.115092       NA       NA         NA 2021
1418 37.280519, 127.115092       NA       NA         NA 2022
1419 37.280519, 127.115092       NA       NA         NA 2023
1420 37.275511, 127.113606       NA       NA         NA 2012
1421 37.275511, 127.113606       NA       NA         NA 2013
1422 37.275511, 127.113606       NA       NA         NA 2014
1423 37.275511, 127.113606       NA       NA         NA 2015
1424 37.275511, 127.113606       NA       NA         NA 2016
1425 37.275511, 127.113606       NA       NA         NA 2017
1426 37.275511, 127.113606       NA       NA         NA 2018
1427 37.275511, 127.113606       NA       NA         NA 2019
1428 37.275511, 127.113606       NA       NA         NA 2020
1429 37.275511, 127.113606       NA       NA         NA 2021
1430 37.275511, 127.113606       NA       NA         NA 2022
1431 37.275511, 127.113606       NA       NA         NA 2023
1432 37.329673, 127.242213       NA       NA         NA 2019
1433 37.329673, 127.242213       NA       NA         NA 2020
1434 37.329673, 127.242213       NA       NA         NA 2021
1435 37.329673, 127.242213       NA       NA         NA 2022
1436 37.329673, 127.242213       NA       NA         NA 2023
1437 37.141055, 127.196336       NA       NA         NA 2019
1438 37.141055, 127.196336       NA       NA         NA 2020
1439 37.141055, 127.196336       NA       NA         NA 2021
1440 37.141055, 127.196336       NA       NA         NA 2022
1441 37.141055, 127.196336       NA       NA         NA 2023
1442 37.163110, 127.374843       NA       NA         NA 2019
1443 37.163110, 127.374843       NA       NA         NA 2020
1444 37.163110, 127.374843       NA       NA         NA 2021
1445 37.163110, 127.374843       NA       NA         NA 2022
1446 37.163110, 127.374843       NA       NA         NA 2023
1447 37.138482, 127.546414       NA       NA         NA 2010
1448 37.138482, 127.546414       NA       NA         NA 2011
1449 37.138482, 127.546414       NA       NA         NA 2012
1450 37.138482, 127.546414       NA       NA         NA 2013
1451 37.138482, 127.546414       NA       NA         NA 2014
1452 37.138482, 127.546414       NA       NA         NA 2015
1453 37.138482, 127.546414       NA       NA         NA 2016
1454 37.138482, 127.546414       NA       NA         NA 2017
1455 37.138482, 127.546414       NA       NA         NA 2018
1456 37.138482, 127.546414       NA       NA         NA 2019
1457 37.138482, 127.546414       NA       NA         NA 2020
1458 37.137424, 127.549349 127.5464 37.13848  285.99155 2020
1459 37.137424, 127.549349 127.5464 37.13848  285.99155 2021
1460 37.137424, 127.549349 127.5464 37.13848  285.99155 2022
1461 37.137424, 127.549349 127.5464 37.13848  285.99155 2023
1462 37.280486, 127.451582       NA       NA         NA 2010
1463 37.280486, 127.451582       NA       NA         NA 2011
1464 37.280486, 127.451582       NA       NA         NA 2012
1465 37.280486, 127.451582       NA       NA         NA 2013
1466 37.280486, 127.451582       NA       NA         NA 2014
1467 37.280486, 127.451582       NA       NA         NA 2015
1468 37.280486, 127.451582       NA       NA         NA 2016
1469 37.280486, 127.451582       NA       NA         NA 2017
1470 37.280486, 127.451582       NA       NA         NA 2018
1471 37.280486, 127.451582       NA       NA         NA 2019
1472 37.280486, 127.451582       NA       NA         NA 2020
1473 37.280486, 127.451582       NA       NA         NA 2021
1474 37.280486, 127.451582       NA       NA         NA 2022
1475 37.280486, 127.451582       NA       NA         NA 2023
1476 37.114609, 127.629753       NA       NA         NA 2019
1477 37.114609, 127.629753       NA       NA         NA 2020
1478 37.114609, 127.629753       NA       NA         NA 2021
1479 37.114609, 127.629753       NA       NA         NA 2022
1480 37.114609, 127.629753       NA       NA         NA 2023
1481 37.283217, 127.486563       NA       NA         NA 2020
1482 37.283217, 127.486563       NA       NA         NA 2021
1483 37.283217, 127.486563       NA       NA         NA 2022
1484 37.283217, 127.486563       NA       NA         NA 2023
1485 38.123857, 127.252220       NA       NA         NA 2010
1486 38.123857, 127.252220       NA       NA         NA 2011
1487 38.123857, 127.252220       NA       NA         NA 2012
1488 38.123857, 127.252220       NA       NA         NA 2013
1489 38.123857, 127.252220       NA       NA         NA 2014
1490 38.123857, 127.252220       NA       NA         NA 2015
1491 38.123857, 127.252220       NA       NA         NA 2016
1492 38.123857, 127.252220       NA       NA         NA 2017
1493 38.123857, 127.252220       NA       NA         NA 2018
1494 38.123857, 127.252220       NA       NA         NA 2019
1495 38.123857, 127.252220       NA       NA         NA 2020
1496 38.123857, 127.252220       NA       NA         NA 2021
1497 38.123857, 127.252220       NA       NA         NA 2022
1498 38.123857, 127.252220       NA       NA         NA 2023
1499 37.894481, 127.199598       NA       NA         NA 2010
1500 37.894481, 127.199598       NA       NA         NA 2011
1501 37.894481, 127.199598       NA       NA         NA 2012
1502 37.853488, 127.159170       NA       NA         NA 2012
1503 37.853488, 127.159170       NA       NA         NA 2013
1504 37.853488, 127.159170       NA       NA         NA 2014
1505 37.853488, 127.159170       NA       NA         NA 2015
1506 37.853488, 127.159170       NA       NA         NA 2016
1507 37.853488, 127.159170       NA       NA         NA 2017
1508 37.853488, 127.159170       NA       NA         NA 2018
1509 37.853488, 127.159170       NA       NA         NA 2019
1510 37.853488, 127.159170       NA       NA         NA 2020
1511 37.853488, 127.159170       NA       NA         NA 2021
1512 37.853488, 127.159170       NA       NA         NA 2022
1513 37.853488, 127.159170       NA       NA         NA 2023
1514 37.961270, 127.317084       NA       NA         NA 2018
1515 37.961270, 127.317084       NA       NA         NA 2019
1516 37.961270, 127.317084       NA       NA         NA 2020
1517 37.961270, 127.317084       NA       NA         NA 2021
1518 37.961270, 127.317084       NA       NA         NA 2022
1519 37.961270, 127.317084       NA       NA         NA 2023
1520 37.619319, 126.716598       NA       NA         NA 2010
1521 37.619319, 126.716598       NA       NA         NA 2011
1522 37.619319, 126.716598       NA       NA         NA 2012
1523 37.619319, 126.716598       NA       NA         NA 2013
1524 37.619319, 126.716598       NA       NA         NA 2014
1525 37.619319, 126.716598       NA       NA         NA 2015
1526 37.619319, 126.716598       NA       NA         NA 2016
1527 37.619319, 126.716598       NA       NA         NA 2017
1528 37.619319, 126.716598       NA       NA         NA 2018
1529 37.619319, 126.716598       NA       NA         NA 2019
1530 37.619319, 126.716598       NA       NA         NA 2020
1531 37.619319, 126.716598       NA       NA         NA 2021
1532 37.619319, 126.716598       NA       NA         NA 2022
1533 37.619319, 126.716598       NA       NA         NA 2023
1534    37.60747, 126.7632       NA       NA         NA 2010
1535    37.60747, 126.7632       NA       NA         NA 2011
1536    37.60747, 126.7632       NA       NA         NA 2012
1537    37.60747, 126.7632       NA       NA         NA 2013
1538    37.60747, 126.7632       NA       NA         NA 2014
1539    37.60747, 126.7632       NA       NA         NA 2015
1540    37.60747, 126.7632       NA       NA         NA 2016
1541    37.60747, 126.7632       NA       NA         NA 2017
1542    37.60747, 126.7632       NA       NA         NA 2018
1543    37.60747, 126.7632       NA       NA         NA 2019
1544    37.60747, 126.7632       NA       NA         NA 2020
1545    37.60747, 126.7632       NA       NA         NA 2021
1546    37.60747, 126.7632       NA       NA         NA 2022
1547    37.60747, 126.7632       NA       NA         NA 2023
1548 37.691791, 126.597094       NA       NA         NA 2010
1549 37.691791, 126.597094       NA       NA         NA 2011
1550 37.691791, 126.597094       NA       NA         NA 2012
1551 37.691791, 126.597094       NA       NA         NA 2013
1552 37.691791, 126.597094       NA       NA         NA 2014
1553 37.691791, 126.597094       NA       NA         NA 2015
1554 37.691791, 126.597094       NA       NA         NA 2016
1555 37.691791, 126.597094       NA       NA         NA 2017
1556 37.691791, 126.597094       NA       NA         NA 2018
1557 37.691791, 126.597094       NA       NA         NA 2019
1558 37.691791, 126.597094       NA       NA         NA 2020
1559 37.715107, 126.552674 126.5971 37.69179 4694.81701 2020
1560 37.715107, 126.552674 126.5971 37.69179 4694.81701 2021
1561 37.715107, 126.552674 126.5971 37.69179 4694.81701 2022
1562 37.715107, 126.552674 126.5971 37.69179 4694.81701 2023
1563 37.653217, 126.628977       NA       NA         NA 2019
1564 37.653217, 126.628977       NA       NA         NA 2020
1565 37.653217, 126.628977       NA       NA         NA 2021
1566 37.653217, 126.628977       NA       NA         NA 2022
1567 37.653217, 126.628977       NA       NA         NA 2023
1568   37.64912, 126.67507       NA       NA         NA 2020
1569   37.64912, 126.67507       NA       NA         NA 2021
1570   37.64912, 126.67507       NA       NA         NA 2022
1571   37.64912, 126.67507       NA       NA         NA 2023
1572 37.353719, 126.945105       NA       NA         NA 2010
1573 37.353719, 126.945105       NA       NA         NA 2011
1574 37.353719, 126.945105       NA       NA         NA 2012
1575 37.353719, 126.945105       NA       NA         NA 2013
1576 37.353719, 126.945105       NA       NA         NA 2014
1577 37.353719, 126.945105       NA       NA         NA 2015
1578 37.353719, 126.945105       NA       NA         NA 2016
1579 37.353719, 126.945105       NA       NA         NA 2017
1580 37.353719, 126.945105       NA       NA         NA 2018
1581 37.353719, 126.945105       NA       NA         NA 2019
1582 37.353719, 126.945105       NA       NA         NA 2020
1583 37.353719, 126.945105       NA       NA         NA 2021
1584 37.353719, 126.945105       NA       NA         NA 2022
1585 37.353719, 126.945105       NA       NA         NA 2023
1586 37.361141, 126.936045       NA       NA         NA 2010
1587 37.361141, 126.936045       NA       NA         NA 2011
1588 37.361141, 126.936045       NA       NA         NA 2012
1589 37.361141, 126.936045       NA       NA         NA 2013
1590 37.361141, 126.936045       NA       NA         NA 2014
1591 37.361141, 126.936045       NA       NA         NA 2015
1592 37.361141, 126.936045       NA       NA         NA 2016
1593 37.361141, 126.936045       NA       NA         NA 2017
1594 37.361141, 126.936045       NA       NA         NA 2018
1595 37.361141, 126.936045       NA       NA         NA 2019
1596 37.361141, 126.936045       NA       NA         NA 2020
1597 37.361141, 126.936045       NA       NA         NA 2021
1598 37.361141, 126.936045       NA       NA         NA 2022
1599 37.361141, 126.936045       NA       NA         NA 2023
1600 37.158895, 127.077458       NA       NA         NA 2010
1601 37.158895, 127.077458       NA       NA         NA 2011
1602 37.158895, 127.077458       NA       NA         NA 2012
1603 37.158895, 127.077458       NA       NA         NA 2013
1604 37.158895, 127.077458       NA       NA         NA 2014
1605 37.158895, 127.077458       NA       NA         NA 2015
1606 37.158895, 127.077458       NA       NA         NA 2016
1607 37.158895, 127.077458       NA       NA         NA 2017
1608 37.158895, 127.077458       NA       NA         NA 2018
1609 37.158895, 127.077458       NA       NA         NA 2019
1610 37.158895, 127.077458       NA       NA         NA 2020
1611 37.158895, 127.077458       NA       NA         NA 2021
1612 37.158895, 127.077458       NA       NA         NA 2022
1613 37.158895, 127.077458       NA       NA         NA 2023
1614 37.171065, 127.051932       NA       NA         NA 2019
1615 37.171065, 127.051932       NA       NA         NA 2020
1616 37.171065, 127.051932       NA       NA         NA 2021
1617 37.171065, 127.051932       NA       NA         NA 2022
1618 37.171065, 127.051932       NA       NA         NA 2023
1619 37.283632, 127.441040       NA       NA         NA 2010
1620 37.283632, 127.441040       NA       NA         NA 2011
1621 37.283632, 127.441040       NA       NA         NA 2012
1622 37.283632, 127.441040       NA       NA         NA 2013
1623 37.283632, 127.441040       NA       NA         NA 2014
1624 37.283632, 127.441040       NA       NA         NA 2015
1625 37.283632, 127.441040       NA       NA         NA 2016
1626 37.283632, 127.441040       NA       NA         NA 2017
1627 37.283632, 127.441040       NA       NA         NA 2018
1628 37.283632, 127.441040       NA       NA         NA 2019
1629 37.283632, 127.441040       NA       NA         NA 2020
1630 37.283632, 127.441040       NA       NA         NA 2021
1631 37.283632, 127.441040       NA       NA         NA 2022
1632 37.283632, 127.441040       NA       NA         NA 2023
1633 37.567118, 127.186030       NA       NA         NA 2020
1634 37.567118, 127.186030       NA       NA         NA 2021
1635 37.567118, 127.186030       NA       NA         NA 2022
1636 37.567118, 127.186030       NA       NA         NA 2023
1637 37.211742, 126.823595       NA       NA         NA 2010
1638 37.211742, 126.823595       NA       NA         NA 2011
1639 37.211742, 126.823595       NA       NA         NA 2012
1640 37.211742, 126.823595       NA       NA         NA 2013
1641 37.211742, 126.823595       NA       NA         NA 2014
1642 37.211742, 126.823595       NA       NA         NA 2015
1643 37.211742, 126.823595       NA       NA         NA 2016
1644 37.211742, 126.823595       NA       NA         NA 2017
1645 37.211742, 126.823595       NA       NA         NA 2018
1646 37.211742, 126.823595       NA       NA         NA 2019
1647 37.211742, 126.823595       NA       NA         NA 2020
1648 37.211742, 126.823595       NA       NA         NA 2021
1649 37.211742, 126.823595       NA       NA         NA 2022
1650 37.211742, 126.823595       NA       NA         NA 2023
1651 37.196759, 127.072320       NA       NA         NA 2010
1652 37.196759, 127.072320       NA       NA         NA 2011
1653 37.196759, 127.072320       NA       NA         NA 2012
1654 37.196759, 127.072320       NA       NA         NA 2013
1655 37.196759, 127.072320       NA       NA         NA 2014
1656 37.196759, 127.072320       NA       NA         NA 2015
1657 37.196759, 127.072320       NA       NA         NA 2016
1658 37.196759, 127.072320       NA       NA         NA 2017
1659 37.196759, 127.072320       NA       NA         NA 2018
1660 37.196759, 127.072320       NA       NA         NA 2019
1661 37.196759, 127.072320       NA       NA         NA 2020
1662 37.196759, 127.072320       NA       NA         NA 2021
1663 37.196759, 127.072320       NA       NA         NA 2022
1664 37.196759, 127.072320       NA       NA         NA 2023
1665 37.132458, 126.920390       NA       NA         NA 2010
1666 37.132458, 126.920390       NA       NA         NA 2011
1667 37.132458, 126.920390       NA       NA         NA 2012
1668 37.132458, 126.920390       NA       NA         NA 2013
1669 37.132458, 126.920390       NA       NA         NA 2014
1670 37.132458, 126.920390       NA       NA         NA 2015
1671 37.132458, 126.920390       NA       NA         NA 2016
1672 37.132458, 126.920390       NA       NA         NA 2017
1673 37.132458, 126.920390       NA       NA         NA 2018
1674 37.132458, 126.920390       NA       NA         NA 2019
1675 37.132458, 126.920390       NA       NA         NA 2020
1676 37.132458, 126.920390       NA       NA         NA 2021
1677 37.132458, 126.920390       NA       NA         NA 2022
1678 37.132458, 126.920390       NA       NA         NA 2023
1679 37.089887, 126.815554       NA       NA         NA 2018
1680 37.089887, 126.815554       NA       NA         NA 2019
1681 37.089887, 126.815554       NA       NA         NA 2020
1682 37.089887, 126.815554       NA       NA         NA 2021
1683 37.089887, 126.815554       NA       NA         NA 2022
1684 37.089887, 126.815554       NA       NA         NA 2023
1685 37.196455, 127.119350       NA       NA         NA 2018
1686 37.196455, 127.119350       NA       NA         NA 2019
1687 37.196455, 127.119350       NA       NA         NA 2020
1688 37.196455, 127.119350       NA       NA         NA 2021
1689 37.196455, 127.119350       NA       NA         NA 2022
1690 37.196455, 127.119350       NA       NA         NA 2023
1691 37.281214, 126.818477       NA       NA         NA 2020
1692 37.281214, 126.818477       NA       NA         NA 2021
1693 37.281214, 126.818477       NA       NA         NA 2022
1694 37.281214, 126.818477       NA       NA         NA 2023
1695 37.219662, 126.949071       NA       NA         NA 2020
1696 37.219662, 126.949071       NA       NA         NA 2021
1697 37.219662, 126.949071       NA       NA         NA 2022
1698 37.219662, 126.949071       NA       NA         NA 2023
1699 37.166544, 126.708862       NA       NA         NA 2020
1700 37.166544, 126.708862       NA       NA         NA 2021
1701 37.166544, 126.708862       NA       NA         NA 2022
1702 37.166544, 126.708862       NA       NA         NA 2023
1703 37.824504, 126.983555       NA       NA         NA 2010
1704 37.824504, 126.983555       NA       NA         NA 2011
1705 37.824504, 126.983555       NA       NA         NA 2012
1706 37.824504, 126.983555       NA       NA         NA 2013
1707 37.824504, 126.983555       NA       NA         NA 2014
1708 37.792174, 126.987218 126.9836 37.82450 3602.86770 2014
1709 37.792174, 126.987218 126.9836 37.82450 3602.86770 2015
1710 37.792174, 126.987218 126.9836 37.82450 3602.86770 2016
1711 37.792174, 126.987218 126.9836 37.82450 3602.86770 2017
1712 37.792174, 126.987218 126.9836 37.82450 3602.86770 2018
1713 37.792174, 126.987218 126.9836 37.82450 3602.86770 2019
1714 37.792174, 126.987218 126.9836 37.82450 3602.86770 2020
1715 37.792174, 126.987218 126.9836 37.82450 3602.86770 2021
1716 37.792174, 126.987218 126.9836 37.82450 3602.86770 2022
1717 37.792174, 126.987218 126.9836 37.82450 3602.86770 2023
1718 37.791621, 127.084725       NA       NA         NA 2018
1719 37.791621, 127.084725       NA       NA         NA 2019
1720 37.791621, 127.084725       NA       NA         NA 2020
1721 37.791621, 127.084725       NA       NA         NA 2021
1722 37.791621, 127.084725       NA       NA         NA 2022
1723 37.791621, 127.084725       NA       NA         NA 2023
1724 37.901725, 127.048941       NA       NA         NA 2010
1725 37.901725, 127.048941       NA       NA         NA 2011
1726 37.901725, 127.048941       NA       NA         NA 2012
1727 37.917682, 127.061171 127.0489 37.90172 2072.11587 2012
1728 37.917682, 127.061171 127.0489 37.90172 2072.11587 2013
1729 37.917682, 127.061171 127.0489 37.90172 2072.11587 2014
1730 37.917682, 127.061171 127.0489 37.90172 2072.11587 2015
1731 37.917682, 127.061171 127.0489 37.90172 2072.11587 2016
1732 37.917682, 127.061171 127.0489 37.90172 2072.11587 2017
1733 37.917682, 127.061171 127.0489 37.90172 2072.11587 2018
1734 37.917682, 127.061171 127.0489 37.90172 2072.11587 2019
1735 37.917682, 127.061171 127.0489 37.90172 2072.11587 2020
1736 37.917682, 127.061171 127.0489 37.90172 2072.11587 2021
1737 37.917682, 127.061171 127.0489 37.90172 2072.11587 2022
1738 37.917682, 127.061171 127.0489 37.90172 2072.11587 2023
1739 37.008358, 127.279230       NA       NA         NA 2010
1740 37.008358, 127.279230       NA       NA         NA 2011
1741 37.008358, 127.279230       NA       NA         NA 2012
1742 37.008358, 127.279230       NA       NA         NA 2013
1743 37.008358, 127.279230       NA       NA         NA 2014
1744 37.008358, 127.279230       NA       NA         NA 2015
1745 37.008358, 127.279230       NA       NA         NA 2016
1746 37.008358, 127.279230       NA       NA         NA 2017
1747 37.008358, 127.279230       NA       NA         NA 2018
1748 37.008358, 127.279230       NA       NA         NA 2019
1749 37.008358, 127.279230       NA       NA         NA 2020
1750 37.008358, 127.279230       NA       NA         NA 2021
1751 37.008358, 127.279230       NA       NA         NA 2022
1752 37.008358, 127.279230       NA       NA         NA 2023
1753 37.000924, 127.172389       NA       NA         NA 2020
1754 37.000924, 127.172389       NA       NA         NA 2021
1755 37.000924, 127.172389       NA       NA         NA 2022
1756 37.000924, 127.172389       NA       NA         NA 2023
1757 37.074767, 127.424504       NA       NA         NA 2020
1758 37.074767, 127.424504       NA       NA         NA 2021
1759 37.074767, 127.424504       NA       NA         NA 2022
1760 37.074767, 127.424504       NA       NA         NA 2023
1761 37.298730, 127.629200       NA       NA         NA 2011
1762 37.298730, 127.629200       NA       NA         NA 2012
1763 37.298730, 127.629200       NA       NA         NA 2013
1764 37.298730, 127.629200       NA       NA         NA 2014
1765 37.298730, 127.629200       NA       NA         NA 2015
1766 37.298730, 127.629200       NA       NA         NA 2016
1767 37.298730, 127.629200       NA       NA         NA 2017
1768 37.298730, 127.629200       NA       NA         NA 2018
1769 37.298730, 127.629200       NA       NA         NA 2019
1770 37.298730, 127.629200       NA       NA         NA 2020
1771 37.298730, 127.629200       NA       NA         NA 2021
1772 37.298730, 127.629200       NA       NA         NA 2022
1773 37.298730, 127.629200       NA       NA         NA 2023
1774 37.371528, 127.584508       NA       NA         NA 2020
1775 37.371528, 127.584508       NA       NA         NA 2021
1776 37.371528, 127.584508       NA       NA         NA 2022
1777 37.371528, 127.584508       NA       NA         NA 2023
1778 37.201887, 127.545168       NA       NA         NA 2020
1779 37.201887, 127.545168       NA       NA         NA 2021
1780 37.201887, 127.545168       NA       NA         NA 2022
1781 37.201887, 127.545168       NA       NA         NA 2023
1782 38.096433, 127.076307       NA       NA         NA 2011
1783 38.096433, 127.076307       NA       NA         NA 2012
1784 38.096433, 127.076307       NA       NA         NA 2013
1785 38.096433, 127.076307       NA       NA         NA 2014
1786 38.096433, 127.076307       NA       NA         NA 2015
1787 38.096433, 127.076307       NA       NA         NA 2016
1788 38.096433, 127.076307       NA       NA         NA 2017
1789 38.096433, 127.076307       NA       NA         NA 2018
1790 38.096433, 127.076307       NA       NA         NA 2019
1791 38.096433, 127.076307       NA       NA         NA 2020
1792 38.096433, 127.076307       NA       NA         NA 2021
1793 38.096433, 127.076307       NA       NA         NA 2022
1794 38.096433, 127.076307       NA       NA         NA 2023
1795 38.026079, 127.061456       NA       NA         NA 2022
1796 38.026079, 127.061456       NA       NA         NA 2023
1797 37.830872, 127.509776       NA       NA         NA 2011
1798 37.830872, 127.509776       NA       NA         NA 2012
1799 37.830872, 127.509776       NA       NA         NA 2013
1800 37.830872, 127.509776       NA       NA         NA 2014
1801 37.830872, 127.509776       NA       NA         NA 2015
1802 37.830872, 127.509776       NA       NA         NA 2016
1803 37.830872, 127.509776       NA       NA         NA 2017
1804 37.830872, 127.509776       NA       NA         NA 2018
1805 37.830872, 127.509776       NA       NA         NA 2019
1806 37.830872, 127.509776       NA       NA         NA 2020
1807 37.830872, 127.509776       NA       NA         NA 2021
1808 37.830872, 127.509776       NA       NA         NA 2022
1809 37.830872, 127.509776       NA       NA         NA 2023
1810 37.676089, 127.494034       NA       NA         NA 2020
1811 37.676089, 127.494034       NA       NA         NA 2021
1812 37.676089, 127.494034       NA       NA         NA 2022
1813 37.676089, 127.494034       NA       NA         NA 2023
1814 37.487268, 127.596110       NA       NA         NA 2011
1815 37.487268, 127.596110       NA       NA         NA 2012
1816 37.487268, 127.596110       NA       NA         NA 2013
1817 37.487268, 127.596110       NA       NA         NA 2014
1818 37.487268, 127.596110       NA       NA         NA 2015
1819 37.487268, 127.596110       NA       NA         NA 2016
1820 37.487268, 127.596110       NA       NA         NA 2017
1821 37.487268, 127.596110       NA       NA         NA 2018
1822 37.487268, 127.596110       NA       NA         NA 2019
1823 37.487268, 127.596110       NA       NA         NA 2020
1824 37.487268, 127.596110       NA       NA         NA 2021
1825 37.487268, 127.596110       NA       NA         NA 2022
1826 37.487268, 127.596110       NA       NA         NA 2023
1827 37.497112, 127.486381       NA       NA         NA 2020
1828 37.497112, 127.486381       NA       NA         NA 2021
1829 37.497112, 127.486381       NA       NA         NA 2022
1830 37.497112, 127.486381       NA       NA         NA 2023
1831     38.1296, 126.9737       NA       NA         NA 2020
1832     38.1296, 126.9737       NA       NA         NA 2021
1833     38.1296, 126.9737       NA       NA         NA 2022
1834     38.1296, 126.9737       NA       NA         NA 2023
1835 37.875442, 127.720196       NA       NA         NA 2010
1836 37.875442, 127.720196       NA       NA         NA 2011
1837 37.875442, 127.720196       NA       NA         NA 2012
1838 37.875442, 127.720196       NA       NA         NA 2013
1839 37.875442, 127.720196       NA       NA         NA 2014
1840 37.875442, 127.720196       NA       NA         NA 2015
1841 37.875442, 127.720196       NA       NA         NA 2016
1842 37.875442, 127.720196       NA       NA         NA 2017
1843 37.875442, 127.720196       NA       NA         NA 2018
1844 37.875442, 127.720196       NA       NA         NA 2019
1845 37.875442, 127.720196       NA       NA         NA 2020
1846 37.875442, 127.720196       NA       NA         NA 2021
1847 37.875442, 127.720196       NA       NA         NA 2022
1848 37.875442, 127.720196       NA       NA         NA 2023
1849 37.857014, 127.749997       NA       NA         NA 2010
1850 37.857014, 127.749997       NA       NA         NA 2011
1851 37.857014, 127.749997       NA       NA         NA 2012
1852 37.857014, 127.749997       NA       NA         NA 2013
1853 37.857014, 127.749997       NA       NA         NA 2014
1854 37.857014, 127.749997       NA       NA         NA 2015
1855 37.857014, 127.749997       NA       NA         NA 2016
1856 37.857014, 127.749997       NA       NA         NA 2017
1857 37.857014, 127.749997       NA       NA         NA 2018
1858 37.857014, 127.749997       NA       NA         NA 2019
1859 37.857014, 127.749997       NA       NA         NA 2020
1860 37.857014, 127.749997       NA       NA         NA 2021
1861 37.857014, 127.749997       NA       NA         NA 2022
1862 37.857014, 127.749997       NA       NA         NA 2023
1863 37.905447, 127.728185       NA       NA         NA 2020
1864 37.905447, 127.728185       NA       NA         NA 2021
1865 37.905447, 127.728185       NA       NA         NA 2022
1866 37.905447, 127.728185       NA       NA         NA 2023
1867 37.865578, 127.720491       NA       NA         NA 2020
1868 37.865578, 127.720491       NA       NA         NA 2021
1869 37.865578, 127.720491       NA       NA         NA 2022
1870 37.865578, 127.720491       NA       NA         NA 2023
1871   38.22439, 127.95856       NA       NA         NA 2010
1872   38.22439, 127.95856       NA       NA         NA 2011
1873   38.22439, 127.95856       NA       NA         NA 2012
1874   38.22439, 127.95856       NA       NA         NA 2013
1875   38.22439, 127.95856       NA       NA         NA 2014
1876   38.22439, 127.95856       NA       NA         NA 2015
1877   38.22439, 127.95856       NA       NA         NA 2016
1878   38.22439, 127.95856       NA       NA         NA 2017
1879   38.22439, 127.95856       NA       NA         NA 2018
1880   38.22439, 127.95856       NA       NA         NA 2019
1881   38.22439, 127.95856       NA       NA         NA 2020
1882   38.22439, 127.95856       NA       NA         NA 2021
1883   38.22439, 127.95856       NA       NA         NA 2022
1884   38.22439, 127.95856       NA       NA         NA 2023
1885 38.109234, 127.989869       NA       NA         NA 2019
1886 38.109234, 127.989869       NA       NA         NA 2020
1887 38.109234, 127.989869       NA       NA         NA 2021
1888 38.109234, 127.989869       NA       NA         NA 2022
1889 38.109234, 127.989869       NA       NA         NA 2023
1890 37.490627, 129.121811       NA       NA         NA 2020
1891 37.490627, 129.121811       NA       NA         NA 2021
1892 37.490627, 129.121811       NA       NA         NA 2022
1893 37.490627, 129.121811       NA       NA         NA 2023
1894 37.543710, 129.111303       NA       NA         NA 2020
1895 37.543710, 129.111303       NA       NA         NA 2021
1896 37.543710, 129.111303       NA       NA         NA 2022
1897 37.543710, 129.111303       NA       NA         NA 2023
1898 37.174050, 129.343901       NA       NA         NA 2023
1899      38.2917, 127.178       NA       NA         NA 2020
1900      38.2917, 127.178       NA       NA         NA 2021
1901      38.2917, 127.178       NA       NA         NA 2022
1902      38.2917, 127.178       NA       NA         NA 2023
1903   38.22735, 127.78132       NA       NA         NA 2020
1904   38.22735, 127.78132       NA       NA         NA 2021
1905   38.22735, 127.78132       NA       NA         NA 2022
1906   38.22735, 127.78132       NA       NA         NA 2023
1907   38.38956, 128.24814       NA       NA         NA 2020
1908   38.38956, 128.24814       NA       NA         NA 2021
1909   38.38956, 128.24814       NA       NA         NA 2022
1910   38.38956, 128.24814       NA       NA         NA 2023
1911      38.5625, 128.345       NA       NA         NA 2020
1912      38.5625, 128.345       NA       NA         NA 2021
1913      38.5625, 128.345       NA       NA         NA 2022
1914      38.5625, 128.345       NA       NA         NA 2023
1915 35.099886, 129.030396       NA       NA         NA 2010
1916 35.099886, 129.030396       NA       NA         NA 2011
1917 35.099886, 129.030396       NA       NA         NA 2012
1918 35.099886, 129.030396       NA       NA         NA 2013
1919 35.099886, 129.030396       NA       NA         NA 2014
1920 35.099886, 129.030396       NA       NA         NA 2015
1921 35.099886, 129.030396       NA       NA         NA 2016
1922 35.099886, 129.030396       NA       NA         NA 2017
1923 35.099886, 129.030396       NA       NA         NA 2018
1924 35.099886, 129.030396       NA       NA         NA 2019
1925 35.099886, 129.030396       NA       NA         NA 2020
1926 35.099886, 129.030396       NA       NA         NA 2021
1927 35.099886, 129.030396       NA       NA         NA 2022
1928 35.099886, 129.030396       NA       NA         NA 2023
1929   35.12671, 129.04633       NA       NA         NA 2010
1930   35.12671, 129.04633       NA       NA         NA 2011
1931   35.12671, 129.04633       NA       NA         NA 2012
1932   35.12671, 129.04633       NA       NA         NA 2013
1933   35.12671, 129.04633       NA       NA         NA 2014
1934   35.12671, 129.04633       NA       NA         NA 2015
1935   35.12671, 129.04633       NA       NA         NA 2016
1936   35.12671, 129.04633       NA       NA         NA 2017
1937   35.12671, 129.04633       NA       NA         NA 2018
1938   35.12671, 129.04633       NA       NA         NA 2019
1939   35.12671, 129.04633       NA       NA         NA 2020
1940   35.12671, 129.04633       NA       NA         NA 2021
1941   35.12671, 129.04633       NA       NA         NA 2022
1942   35.12671, 129.04633       NA       NA         NA 2023
1943 35.059459, 129.080070       NA       NA         NA 2010
1944 35.059459, 129.080070       NA       NA         NA 2011
1945 35.059459, 129.080070       NA       NA         NA 2012
1946 35.059459, 129.080070       NA       NA         NA 2013
1947 35.059459, 129.080070       NA       NA         NA 2014
1948 35.059459, 129.080070       NA       NA         NA 2015
1949 35.059459, 129.080070       NA       NA         NA 2016
1950 35.059459, 129.080070       NA       NA         NA 2017
1951 35.059459, 129.080070       NA       NA         NA 2018
1952 35.059459, 129.080070       NA       NA         NA 2019
1953 35.059459, 129.080070       NA       NA         NA 2020
1954 35.059459, 129.080070       NA       NA         NA 2021
1955 35.059459, 129.080070       NA       NA         NA 2022
1956 35.059459, 129.080070       NA       NA         NA 2023
1957 35.090831, 129.059583       NA       NA         NA 2020
1958 35.090831, 129.059583       NA       NA         NA 2021
1959 35.090831, 129.059583       NA       NA         NA 2022
1960 35.090831, 129.059583       NA       NA         NA 2023
1961 35.153089, 129.064161       NA       NA         NA 2010
1962 35.153089, 129.064161       NA       NA         NA 2011
1963 35.153089, 129.064161       NA       NA         NA 2012
1964 35.153089, 129.064161       NA       NA         NA 2013
1965 35.153089, 129.064161       NA       NA         NA 2014
1966 35.153089, 129.064161       NA       NA         NA 2015
1967 35.153089, 129.064161       NA       NA         NA 2016
1968 35.153089, 129.064161       NA       NA         NA 2017
1969 35.153089, 129.064161       NA       NA         NA 2018
1970 35.153089, 129.064161       NA       NA         NA 2019
1971 35.156002, 129.063811 129.0642 35.15309  324.74779 2019
1972 35.156002, 129.063811 129.0642 35.15309  324.74779 2020
1973 35.156002, 129.063811 129.0642 35.15309  324.74779 2021
1974 35.156002, 129.063811 129.0642 35.15309  324.74779 2022
1975 35.156002, 129.063811 129.0642 35.15309  324.74779 2023
1976 35.206731, 129.077757       NA       NA         NA 2010
1977 35.206731, 129.077757       NA       NA         NA 2011
1978 35.206731, 129.077757       NA       NA         NA 2012
1979 35.206731, 129.077757       NA       NA         NA 2013
1980 35.206731, 129.077757       NA       NA         NA 2014
1981 35.206731, 129.077757       NA       NA         NA 2015
1982 35.206731, 129.077757       NA       NA         NA 2016
1983 35.206731, 129.077757       NA       NA         NA 2017
1984 35.206731, 129.077757       NA       NA         NA 2018
1985 35.206731, 129.077757       NA       NA         NA 2019
1986 35.206731, 129.077757       NA       NA         NA 2020
1987 35.206731, 129.077757       NA       NA         NA 2021
1988 35.206731, 129.077757       NA       NA         NA 2022
1989 35.206731, 129.077757       NA       NA         NA 2023
1990 35.204781, 129.104349       NA       NA         NA 2010
1991 35.204781, 129.104349       NA       NA         NA 2011
1992 35.204781, 129.104349       NA       NA         NA 2012
1993 35.204781, 129.104349       NA       NA         NA 2013
1994 35.204781, 129.104349       NA       NA         NA 2014
1995 35.204781, 129.104349       NA       NA         NA 2015
1996 35.204781, 129.104349       NA       NA         NA 2016
1997 35.204781, 129.104349       NA       NA         NA 2017
1998 35.204781, 129.104349       NA       NA         NA 2018
1999 35.204781, 129.104349       NA       NA         NA 2019
2000 35.204781, 129.104349       NA       NA         NA 2020
2001 35.204781, 129.104349       NA       NA         NA 2021
2002 35.204781, 129.104349       NA       NA         NA 2022
2003 35.204781, 129.104349       NA       NA         NA 2023
2004 35.129551, 129.086337       NA       NA         NA 2010
2005 35.129551, 129.086337       NA       NA         NA 2011
2006 35.129551, 129.086337       NA       NA         NA 2012
2007 35.129551, 129.086337       NA       NA         NA 2013
2008 35.129551, 129.086337       NA       NA         NA 2014
2009 35.129551, 129.086337       NA       NA         NA 2015
2010 35.129551, 129.086337       NA       NA         NA 2016
2011 35.129551, 129.086337       NA       NA         NA 2017
2012 35.129551, 129.086337       NA       NA         NA 2018
2013 35.129551, 129.086337       NA       NA         NA 2019
2014 35.129551, 129.086337       NA       NA         NA 2020
2015 35.129551, 129.086337       NA       NA         NA 2021
2016 35.129551, 129.086337       NA       NA         NA 2022
2017 35.129551, 129.086337       NA       NA         NA 2023
2018 35.127924, 129.115814       NA       NA         NA 2021
2019 35.127924, 129.115814       NA       NA         NA 2022
2020 35.127924, 129.115814       NA       NA         NA 2023
2021 35.154281, 128.979395       NA       NA         NA 2010
2022 35.146191, 128.984163 128.9794 35.15428  997.15727 2010
2023 35.215957, 129.019675       NA       NA         NA 2010
2024 35.215957, 129.019675       NA       NA         NA 2011
2025 35.215957, 129.019675       NA       NA         NA 2012
2026 35.215957, 129.019675       NA       NA         NA 2013
2027 35.215957, 129.019675       NA       NA         NA 2014
2028 35.215957, 129.019675       NA       NA         NA 2015
2029 35.215957, 129.019675       NA       NA         NA 2016
2030 35.215957, 129.019675       NA       NA         NA 2017
2031 35.215957, 129.019675       NA       NA         NA 2018
2032 35.207853, 129.006102 129.0197 35.21596 1528.29934 2018
2033 35.207853, 129.006102 129.0197 35.21596 1528.29934 2019
2034 35.207853, 129.006102 129.0197 35.21596 1528.29934 2020
2035 35.207853, 129.006102 129.0197 35.21596 1528.29934 2021
2036 35.207853, 129.006102 129.0197 35.21596 1528.29934 2022
2037 35.207853, 129.006102 129.0197 35.21596 1528.29934 2023
2038 35.233549, 129.010176       NA       NA         NA 2020
2039 35.233549, 129.010176       NA       NA         NA 2021
2040 35.233549, 129.010176       NA       NA         NA 2022
2041 35.233549, 129.010176       NA       NA         NA 2023
2042 35.182771, 128.976343       NA       NA         NA 2021
2043 35.182771, 128.976343       NA       NA         NA 2022
2044 35.182771, 128.976343       NA       NA         NA 2023
2045 35.161812, 129.140670       NA       NA         NA 2023
2046 35.275274, 129.089954       NA       NA         NA 2010
2047 35.275274, 129.089954       NA       NA         NA 2011
2048 35.275274, 129.089954       NA       NA         NA 2012
2049 35.275274, 129.089954       NA       NA         NA 2013
2050 35.275274, 129.089954       NA       NA         NA 2014
2051 35.275274, 129.089954       NA       NA         NA 2015
2052 35.275274, 129.089954       NA       NA         NA 2016
2053 35.275274, 129.089954       NA       NA         NA 2017
2054 35.275274, 129.089954       NA       NA         NA 2018
2055 35.275274, 129.089954       NA       NA         NA 2019
2056 35.275274, 129.089954       NA       NA         NA 2020
2057 35.275274, 129.089954       NA       NA         NA 2021
2058 35.275274, 129.089954       NA       NA         NA 2022
2059 35.275274, 129.089954       NA       NA         NA 2023
2060 35.170828, 129.174114       NA       NA         NA 2010
2061 35.170828, 129.174114       NA       NA         NA 2011
2062 35.170828, 129.174114       NA       NA         NA 2012
2063 35.170828, 129.174114       NA       NA         NA 2013
2064 35.170828, 129.174114       NA       NA         NA 2014
2065 35.170828, 129.174114       NA       NA         NA 2015
2066 35.170828, 129.174114       NA       NA         NA 2016
2067 35.170828, 129.174114       NA       NA         NA 2017
2068 35.170828, 129.174114       NA       NA         NA 2018
2069 35.170828, 129.174114       NA       NA         NA 2019
2070 35.170828, 129.174114       NA       NA         NA 2020
2071 35.170828, 129.174114       NA       NA         NA 2021
2072 35.170828, 129.174114       NA       NA         NA 2022
2073 35.170828, 129.174114       NA       NA         NA 2023
2074 35.183080, 129.120848       NA       NA         NA 2020
2075 35.183080, 129.120848       NA       NA         NA 2021
2076 35.183080, 129.120848       NA       NA         NA 2022
2077 35.183080, 129.120848       NA       NA         NA 2023
2078 35.083046, 128.966836       NA       NA         NA 2010
2079 35.083046, 128.966836       NA       NA         NA 2011
2080 35.083046, 128.966836       NA       NA         NA 2012
2081 35.083046, 128.966836       NA       NA         NA 2013
2082 35.083046, 128.966836       NA       NA         NA 2014
2083 35.083046, 128.966836       NA       NA         NA 2015
2084 35.083046, 128.966836       NA       NA         NA 2016
2085 35.083046, 128.966836       NA       NA         NA 2017
2086 35.083046, 128.966836       NA       NA         NA 2018
2087 35.083046, 128.966836       NA       NA         NA 2019
2088 35.083046, 128.966836       NA       NA         NA 2020
2089 35.083046, 128.966836       NA       NA         NA 2021
2090 35.083046, 128.966836       NA       NA         NA 2022
2091 35.083046, 128.966836       NA       NA         NA 2023
2092 35.210226, 128.955101       NA       NA         NA 2010
2093 35.210226, 128.955101       NA       NA         NA 2011
2094 35.210226, 128.955101       NA       NA         NA 2012
2095 35.210226, 128.955101       NA       NA         NA 2013
2096 35.210226, 128.955101       NA       NA         NA 2014
2097 35.210226, 128.955101       NA       NA         NA 2015
2098 35.210226, 128.955101       NA       NA         NA 2016
2099 35.210226, 128.955101       NA       NA         NA 2017
2100 35.210226, 128.955101       NA       NA         NA 2018
2101 35.210226, 128.955101       NA       NA         NA 2019
2102 35.208797, 128.973109 128.9551 35.21023 1647.36272 2019
2103 35.208797, 128.973109 128.9551 35.21023 1647.36272 2020
2104 35.208797, 128.973109 128.9551 35.21023 1647.36272 2021
2105 35.208797, 128.973109 128.9551 35.21023 1647.36272 2022
2106 35.208797, 128.973109 128.9551 35.21023 1647.36272 2023
2107 35.094350, 128.855144       NA       NA         NA 2010
2108 35.094350, 128.855144       NA       NA         NA 2011
2109 35.094350, 128.855144       NA       NA         NA 2012
2110 35.094350, 128.855144       NA       NA         NA 2013
2111 35.094350, 128.855144       NA       NA         NA 2014
2112 35.094350, 128.855144       NA       NA         NA 2015
2113 35.094350, 128.855144       NA       NA         NA 2016
2114 35.094350, 128.855144       NA       NA         NA 2017
2115 35.094350, 128.855144       NA       NA         NA 2018
2116 35.094350, 128.855144       NA       NA         NA 2019
2117 35.086282, 128.862949 128.8551 35.09435 1143.55478 2019
2118 35.086282, 128.862949 128.8551 35.09435 1143.55478 2020
2119 35.086282, 128.862949 128.8551 35.09435 1143.55478 2021
2120 35.086282, 128.862949 128.8551 35.09435 1143.55478 2022
2121 35.086282, 128.862949 128.8551 35.09435 1143.55478 2023
2122 35.105831, 128.925859       NA       NA         NA 2020
2123 35.105831, 128.925859       NA       NA         NA 2021
2124 35.105831, 128.925859       NA       NA         NA 2022
2125 35.105831, 128.925859       NA       NA         NA 2023
2126 35.184752, 129.078301       NA       NA         NA 2010
2127 35.184752, 129.078301       NA       NA         NA 2011
2128 35.184752, 129.078301       NA       NA         NA 2012
2129 35.184752, 129.078301       NA       NA         NA 2013
2130 35.184752, 129.078301       NA       NA         NA 2014
2131 35.184752, 129.078301       NA       NA         NA 2015
2132 35.184752, 129.078301       NA       NA         NA 2016
2133 35.184752, 129.078301       NA       NA         NA 2017
2134 35.181192, 129.074612 129.0783 35.18475  518.55269 2017
2135 35.181192, 129.074612 129.0783 35.18475  518.55269 2018
2136 35.181192, 129.074612 129.0783 35.18475  518.55269 2019
2137 35.181192, 129.074612 129.0783 35.18475  518.55269 2020
2138 35.181192, 129.074612 129.0783 35.18475  518.55269 2021
2139 35.181192, 129.074612 129.0783 35.18475  518.55269 2022
2140 35.181192, 129.074612 129.0783 35.18475  518.55269 2023
2141 35.246446, 129.212255       NA       NA         NA 2010
2142 35.246446, 129.212255       NA       NA         NA 2011
2143 35.246446, 129.212255       NA       NA         NA 2012
2144 35.246446, 129.212255       NA       NA         NA 2013
2145 35.246446, 129.212255       NA       NA         NA 2014
2146 35.246339, 129.211520 129.2123 35.24645   67.94021 2014
2147 35.246339, 129.211520 129.2123 35.24645   67.94021 2015
2148 35.246339, 129.211520 129.2123 35.24645   67.94021 2016
2149 35.246339, 129.211520 129.2123 35.24645   67.94021 2017
2150 35.246339, 129.211520 129.2123 35.24645   67.94021 2018
2151 35.246339, 129.211520 129.2123 35.24645   67.94021 2019
2152 35.246339, 129.211520 129.2123 35.24645   67.94021 2020
2153 35.246339, 129.211520 129.2123 35.24645   67.94021 2021
2154 35.246339, 129.211520 129.2123 35.24645   67.94021 2022
2155 35.246339, 129.211520 129.2123 35.24645   67.94021 2023
2156 35.325659, 129.180159       NA       NA         NA 2010
2157 35.325659, 129.180159       NA       NA         NA 2011
2158 35.325659, 129.180159       NA       NA         NA 2012
2159 35.325659, 129.180159       NA       NA         NA 2013
2160 35.325659, 129.180159       NA       NA         NA 2014
2161 35.325659, 129.180159       NA       NA         NA 2015
2162 35.325659, 129.180159       NA       NA         NA 2016
2163 35.325659, 129.180159       NA       NA         NA 2017
2164 35.325659, 129.180159       NA       NA         NA 2018
2165 35.325659, 129.180159       NA       NA         NA 2019
2166 35.325659, 129.180159       NA       NA         NA 2020
2167 35.325659, 129.180159       NA       NA         NA 2021
2168 35.325659, 129.180159       NA       NA         NA 2022
2169 35.325659, 129.180159       NA       NA         NA 2023
2170 35.129533, 129.045434       NA       NA         NA 2011
2171 35.129533, 129.045434       NA       NA         NA 2012
2172 35.129533, 129.045434       NA       NA         NA 2013
2173 35.129533, 129.045434       NA       NA         NA 2014
2174 35.129533, 129.045434       NA       NA         NA 2015
2175 35.129533, 129.045434       NA       NA         NA 2016
2176 35.129533, 129.045434       NA       NA         NA 2017
2177 35.129533, 129.045434       NA       NA         NA 2018
2178 35.129533, 129.045434       NA       NA         NA 2019
2179 35.129533, 129.045434       NA       NA         NA 2020
2180 35.129533, 129.045434       NA       NA         NA 2021
2181 35.129533, 129.045434       NA       NA         NA 2022
2182 35.129533, 129.045434       NA       NA         NA 2023
2183 35.229812, 129.092777       NA       NA         NA 2010
2184 35.229812, 129.092777       NA       NA         NA 2011
2185 35.229812, 129.092777       NA       NA         NA 2012
2186 35.229812, 129.092777       NA       NA         NA 2013
2187 35.229812, 129.092777       NA       NA         NA 2014
2188 35.229812, 129.092777       NA       NA         NA 2015
2189 35.229812, 129.092777       NA       NA         NA 2016
2190 35.229812, 129.092777       NA       NA         NA 2017
2191 35.229812, 129.092777       NA       NA         NA 2018
2192 35.229812, 129.092777       NA       NA         NA 2019
2193 35.229812, 129.092777       NA       NA         NA 2020
2194 35.229812, 129.092777       NA       NA         NA 2021
2195 35.229812, 129.092777       NA       NA         NA 2022
2196 35.229812, 129.092777       NA       NA         NA 2023
2197 35.230272, 129.121069       NA       NA         NA 2020
2198 35.230272, 129.121069       NA       NA         NA 2021
2199 35.230272, 129.121069       NA       NA         NA 2022
2200 35.230272, 129.121069       NA       NA         NA 2023
2201 35.151852, 129.107763       NA       NA         NA 2010
2202 35.151852, 129.107763       NA       NA         NA 2011
2203 35.151852, 129.107763       NA       NA         NA 2012
2204 35.151852, 129.107763       NA       NA         NA 2013
2205 35.151852, 129.107763       NA       NA         NA 2014
2206 35.151852, 129.107763       NA       NA         NA 2015
2207 35.151852, 129.107763       NA       NA         NA 2016
2208 35.151852, 129.107763       NA       NA         NA 2017
2209 35.157489, 129.118111 129.1078 35.15185 1131.42037 2017
2210 35.157489, 129.118111 129.1078 35.15185 1131.42037 2018
2211 35.157489, 129.118111 129.1078 35.15185 1131.42037 2019
2212 35.157489, 129.118111 129.1078 35.15185 1131.42037 2020
2213 35.157489, 129.118111 129.1078 35.15185 1131.42037 2021
2214 35.157489, 129.118111 129.1078 35.15185 1131.42037 2022
2215 35.157489, 129.118111 129.1078 35.15185 1131.42037 2023
2216 35.114435, 129.017336       NA       NA         NA 2012
2217 35.114435, 129.017336       NA       NA         NA 2013
2218 35.114435, 129.017336       NA       NA         NA 2014
2219 35.114435, 129.017336       NA       NA         NA 2015
2220 35.114435, 129.017336       NA       NA         NA 2016
2221 35.117476, 129.015468 129.0173 35.11444  377.91558 2016
2222 35.117476, 129.015468 129.0173 35.11444  377.91558 2017
2223 35.117476, 129.015468 129.0173 35.11444  377.91558 2018
2224 35.117476, 129.015468 129.0173 35.11444  377.91558 2019
2225 35.117476, 129.015468 129.0173 35.11444  377.91558 2020
2226 35.117476, 129.015468 129.0173 35.11444  377.91558 2021
2227 35.117476, 129.015468 129.0173 35.11444  377.91558 2022
2228 35.117476, 129.015468 129.0173 35.11444  377.91558 2023
2229 35.174424, 128.985109       NA       NA         NA 2018
2230 35.174424, 128.985109       NA       NA         NA 2019
2231 35.174424, 128.985109       NA       NA         NA 2020
2232 35.174424, 128.985109       NA       NA         NA 2021
2233 35.174424, 128.985109       NA       NA         NA 2022
2234 35.174424, 128.985109       NA       NA         NA 2023
2235 35.155015, 129.022932       NA       NA         NA 2019
2236 35.155015, 129.022932       NA       NA         NA 2020
2237 35.155015, 129.022932       NA       NA         NA 2021
2238 35.155015, 129.022932       NA       NA         NA 2022
2239 35.155015, 129.022932       NA       NA         NA 2023
2240 35.105193, 128.973648       NA       NA         NA 2019
2241 35.105193, 128.973648       NA       NA         NA 2020
2242 35.105193, 128.973648       NA       NA         NA 2021
2243 35.105193, 128.973648       NA       NA         NA 2022
2244 35.105193, 128.973648       NA       NA         NA 2023
2245   35.12279, 129.05565       NA       NA         NA 2018
2246   35.12279, 129.05565       NA       NA         NA 2019
2247   35.12279, 129.05565       NA       NA         NA 2020
2248   35.12279, 129.05565       NA       NA         NA 2021
2249   35.12279, 129.05565       NA       NA         NA 2022
2250 35.074737, 128.834243       NA       NA         NA 2018
2251 35.074737, 128.834243       NA       NA         NA 2019
2252 35.074737, 128.834243       NA       NA         NA 2020
2253 35.074737, 128.834243       NA       NA         NA 2021
2254 35.074737, 128.834243       NA       NA         NA 2022
2255     35.5479, 128.7848       NA       NA         NA 2020
2256     35.5479, 128.7848       NA       NA         NA 2021
2257     35.5479, 128.7848       NA       NA         NA 2022
2258     35.5479, 128.7848       NA       NA         NA 2023
2259 35.074737, 128.834243       NA       NA         NA 2020
2260 35.074737, 128.834243       NA       NA         NA 2021
2261 35.074737, 128.834243       NA       NA         NA 2022
2262 35.074737, 128.834243       NA       NA         NA 2023
2263   35.12279, 129.05565       NA       NA         NA 2020
2264   35.12279, 129.05565       NA       NA         NA 2021
2265   35.12279, 129.05565       NA       NA         NA 2022
2266   35.12279, 129.05565       NA       NA         NA 2023
2267   35.12279, 129.05565       NA       NA         NA 2023
2268 35.218299, 128.574165       NA       NA         NA 2010
2269 35.218299, 128.574165       NA       NA         NA 2011
2270 35.218299, 128.574165       NA       NA         NA 2012
2271 35.218299, 128.574165       NA       NA         NA 2013
2272 35.218299, 128.574165       NA       NA         NA 2014
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1864  POINT (1020060 1989534)  8760  33.39295 15.893968 6.441462e-02  76.341141
1865  POINT (1020060 1989534)  8760  29.15161 13.470311 6.441462e-02  76.341141
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1898  POINT (1163696 1909957)  6591  20.37509  8.965570 4.060256e-05   1.468292
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1900 POINT (971841.6 2032415)  8760  35.71501 18.377088 2.266815e+00 210.320724
1901 POINT (971841.6 2032415)  8760  30.90109 17.164410 2.266815e+00 210.320724
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1911  POINT (1073619 2062752)  2087  30.48472 16.020906 3.307973e+00 217.351471
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1914  POINT (1073619 2062752)  8760  31.28299 20.313004 3.307973e+00 217.351471
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1918  POINT (1139487 1679376)  8784  51.10785       NaN 5.873255e-02  11.187229
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1920  POINT (1139487 1679376)  8880  51.20142 29.548139 5.873255e-02  11.187229
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1929  POINT (1140893 1682374)  8975  57.73758       NaN 5.345835e-03   5.491735
1930  POINT (1140893 1682374)  8904  59.02992       NaN 5.345835e-03   5.491735
1931  POINT (1140893 1682374)  8808  42.74312       NaN 5.345835e-03   5.491735
1932  POINT (1140893 1682374)  8784  51.30292       NaN 5.345835e-03   5.491735
1933  POINT (1140893 1682374)  8952  58.94752       NaN 5.345835e-03   5.491735
1934  POINT (1140893 1682374)  8880  53.44482 28.311865 5.345835e-03   5.491735
1935  POINT (1140893 1682374)  8952  50.03383 28.453632 5.345835e-03   5.491735
1936  POINT (1140893 1682374)  8856  51.42303 24.881469 5.345835e-03   5.491735
1937  POINT (1140893 1682374)  8904  50.94631 23.532667 5.345835e-03   5.491735
1938  POINT (1140893 1682374)  8808  37.76397 21.012250 5.345835e-03   5.491735
1939  POINT (1140893 1682374)  8808  30.40584 15.895253 5.345835e-03   5.491735
1940  POINT (1140893 1682374)  8928  35.64786 15.600930 5.345835e-03   5.491735
1941  POINT (1140893 1682374)  8832  28.24765 15.222832 5.345835e-03   5.491735
1942  POINT (1140893 1682374)  8976  35.63367 18.521337 5.345835e-03   5.491735
1943  POINT (1144086 1674963)  8975  49.26384       NaN 9.007129e-02  57.754269
1944  POINT (1144086 1674963)  8904  49.93983       NaN 9.007129e-02  57.754269
1945  POINT (1144086 1674963)  8808  48.30312       NaN 9.007129e-02  57.754269
1946  POINT (1144086 1674963)  8784  53.82752       NaN 9.007129e-02  57.754269
1947  POINT (1144086 1674963)  8952  58.95518       NaN 9.007129e-02  57.754269
1948  POINT (1144086 1674963)  8880  48.55150 21.509021 9.007129e-02  57.754269
1949  POINT (1144086 1674963)  8952  42.07602 25.314444 9.007129e-02  57.754269
1950  POINT (1144086 1674963)  8856  40.69766 19.686795 9.007129e-02  57.754269
1951  POINT (1144086 1674963)  8904  38.65827 19.136338 9.007129e-02  57.754269
1952  POINT (1144086 1674963)  8808  34.98669 19.024807 9.007129e-02  57.754269
1953  POINT (1144086 1674963)  8808  25.94359 14.733985 9.007129e-02  57.754269
1954  POINT (1144086 1674963)  8928  30.97083 11.159674 9.007129e-02  57.754269
1955  POINT (1144086 1674963)  8832  23.41293  9.984425 9.007129e-02  57.754269
1956  POINT (1144086 1674963)  8976  30.34788 11.559495 9.007129e-02  57.754269
1957  POINT (1142163 1678413)  7335  23.35436 12.254221 8.145719e-02  94.651329
1958  POINT (1142163 1678413)  8928  29.12026 13.092968 8.145719e-02  94.651329
1959  POINT (1142163 1678413)  8832  23.27631 12.755911 8.145719e-02  94.651329
1960  POINT (1142163 1678413)  8976  31.13071 14.720578 8.145719e-02  94.651329
1961  POINT (1142472 1685325)  8975  59.95204       NaN 9.096886e-02  24.167852
1962  POINT (1142472 1685325)  8904  53.96427       NaN 9.096886e-02  24.167852
1963  POINT (1142472 1685325)  8808  42.33368       NaN 9.096886e-02  24.167852
1964  POINT (1142472 1685325)  8784  45.49062       NaN 9.096886e-02  24.167852
1965  POINT (1142472 1685325)  8952  58.18330       NaN 9.096886e-02  24.167852
1966  POINT (1142472 1685325)  8880  51.26851 27.340286 9.096886e-02  24.167852
1967  POINT (1142472 1685325)  8952  41.07097 27.675334 9.096886e-02  24.167852
1968  POINT (1142472 1685325)  8856  44.54126 25.430932 9.096886e-02  24.167852
1969  POINT (1142472 1685325)  8904  44.38212 23.022583 9.096886e-02  24.167852
1970  POINT (1142472 1685325)  3586  54.16381 24.280446 9.096886e-02  24.167852
1971  POINT (1142435 1685648)  5031  31.32103 14.885475 5.021731e-02  13.909291
1972  POINT (1142435 1685648)  8808  32.37356 16.803627 5.021731e-02  13.909291
1973  POINT (1142435 1685648)  8928  36.55830 16.355599 5.021731e-02  13.909291
1974  POINT (1142435 1685648)  8832  29.05460 15.142950 5.021731e-02  13.909291
1975  POINT (1142435 1685648)  8976  37.26668 17.033223 5.021731e-02  13.909291
1976  POINT (1143616 1691294)  8975  55.75755       NaN 1.903192e-02   9.860428
1977  POINT (1143616 1691294)  8898  57.73971       NaN 1.903192e-02   9.860428
1978  POINT (1143616 1691294)  8808  53.29905       NaN 1.903192e-02   9.860428
1979  POINT (1143616 1691294)  8784  51.92421       NaN 1.903192e-02   9.860428
1980  POINT (1143616 1691294)  8952  57.98561       NaN 1.903192e-02   9.860428
1981  POINT (1143616 1691294)  8880  59.74255 27.755509 1.903192e-02   9.860428
1982  POINT (1143616 1691294)  8952  53.52663 25.117378 1.903192e-02   9.860428
1983  POINT (1143616 1691294)  8856  45.43665 23.445053 1.903192e-02   9.860428
1984  POINT (1143616 1691294)  8904  41.96292 21.263612 1.903192e-02   9.860428
1985  POINT (1143616 1691294)  8808  38.08841 22.272748 1.903192e-02   9.860428
1986  POINT (1143616 1691294)  8808  32.21097 17.300380 1.903192e-02   9.860428
1987  POINT (1143616 1691294)  8928  34.72307 15.682630 1.903192e-02   9.860428
1988  POINT (1143616 1691294)  8832  29.87166 14.776640 1.903192e-02   9.860428
1989  POINT (1143616 1691294)  8976  38.42690 15.416638 1.903192e-02   9.860428
1990  POINT (1146040 1691117)  8975  54.28870       NaN 1.763223e-02  21.595585
1991  POINT (1146040 1691117)  8904  58.84493       NaN 1.763223e-02  21.595585
1992  POINT (1146040 1691117)  8808  50.85514       NaN 1.763223e-02  21.595585
1993  POINT (1146040 1691117)  8784  49.11284       NaN 1.763223e-02  21.595585
1994  POINT (1146040 1691117)  8952  48.55748       NaN 1.763223e-02  21.595585
1995  POINT (1146040 1691117)  8880  49.06640 25.605474 1.763223e-02  21.595585
1996  POINT (1146040 1691117)  8952  49.31231 28.386832 1.763223e-02  21.595585
1997  POINT (1146040 1691117)  8856  53.98139 28.945402 1.763223e-02  21.595585
1998  POINT (1146040 1691117)  8904  46.39216 24.496229 1.763223e-02  21.595585
1999  POINT (1146040 1691117)  8808  38.61698 19.853942 1.763223e-02  21.595585
2000  POINT (1146040 1691117)  8808  31.60867 16.381827 1.763223e-02  21.595585
2001  POINT (1146040 1691117)  8928  32.88626 16.412571 1.763223e-02  21.595585
2002  POINT (1146040 1691117)  8832  25.07913 16.053113 1.763223e-02  21.595585
2003  POINT (1146040 1691117)  8976  31.75507 18.385293 1.763223e-02  21.595585
2004  POINT (1144534 1682746)  8975  53.90753       NaN 5.595549e-02  23.404909
2005  POINT (1144534 1682746)  8904  56.48153       NaN 5.595549e-02  23.404909
2006  POINT (1144534 1682746)  8808  42.95322       NaN 5.595549e-02  23.404909
2007  POINT (1144534 1682746)  8784  46.93088       NaN 5.595549e-02  23.404909
2008  POINT (1144534 1682746)  8952  44.01903       NaN 5.595549e-02  23.404909
2009  POINT (1144534 1682746)  8880  42.04639 22.534650 5.595549e-02  23.404909
2010  POINT (1144534 1682746)  8952  45.17313 25.797141 5.595549e-02  23.404909
2011  POINT (1144534 1682746)  8856  44.27630 27.981256 5.595549e-02  23.404909
2012  POINT (1144534 1682746)  8904  37.80052 19.185532 5.595549e-02  23.404909
2013  POINT (1144534 1682746)  8808  34.92573 17.694581 5.595549e-02  23.404909
2014  POINT (1144534 1682746)  8808  30.72863 14.032874 5.595549e-02  23.404909
2015  POINT (1144534 1682746)  8928  34.07629 15.026498 5.595549e-02  23.404909
2016  POINT (1144534 1682746)  8832  28.22404 15.404228 5.595549e-02  23.404909
2017  POINT (1144534 1682746)  8976  35.53247 16.035010 5.595549e-02  23.404909
2018  POINT (1147223 1682609)  2919  28.37873 15.444986 8.199532e-02   3.165308
2019  POINT (1147223 1682609)  8832  24.54133 12.143801 8.199532e-02   3.165308
2020  POINT (1147223 1682609)  8976  32.93285 16.191277 8.199532e-02   3.165308
2021  POINT (1134748 1685339)  3729  74.67762       NaN 1.087443e-01   5.294910
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2027  POINT (1138313 1692235)  8952  56.40354       NaN 4.324494e-02  23.215240
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2070  POINT (1152455 1687456)  8808  27.42032 15.031160 1.235092e-02  36.428429
2071  POINT (1152455 1687456)  8928  31.73565 14.175641 1.235092e-02  36.428429
2072  POINT (1152455 1687456)  8832  27.44970 13.063178 1.235092e-02  36.428429
2073  POINT (1152455 1687456)  8976  32.66237 14.213994 1.235092e-02  36.428429
2074  POINT (1147582 1688734)  7335  25.91628 14.136650 3.019543e-02  12.320243
2075  POINT (1147582 1688734)  8928  30.40964 15.443834 3.019543e-02  12.320243
2076  POINT (1147582 1688734)  8832  26.20928 15.797628 3.019543e-02  12.320243
2077  POINT (1147582 1688734)  8976  33.30156 17.249086 3.019543e-02  12.320243
2078  POINT (1133721 1677422)  8975  61.37856       NaN 7.049964e-03   5.303316
2079  POINT (1133721 1677422)  8904  69.85901       NaN 7.049964e-03   5.303316
2080  POINT (1133721 1677422)  8808  61.73940       NaN 7.049964e-03   5.303316
2081  POINT (1133721 1677422)  8784  66.91282       NaN 7.049964e-03   5.303316
2082  POINT (1133721 1677422)  8952  61.41133       NaN 7.049964e-03   5.303316
2083  POINT (1133721 1677422)  8880  55.69067 26.869040 7.049964e-03   5.303316
2084  POINT (1133721 1677422)  8952  53.25734 32.605332 7.049964e-03   5.303316
2085  POINT (1133721 1677422)  8856  50.41280 31.003444 7.049964e-03   5.303316
2086  POINT (1133721 1677422)  8904  49.08263 29.535083 7.049964e-03   5.303316
2087  POINT (1133721 1677422)  8808  43.70997 27.246996 7.049964e-03   5.303316
2088  POINT (1133721 1677422)  8808  36.20539 22.556855 7.049964e-03   5.303316
2089  POINT (1133721 1677422)  8928  38.88715 20.912653 7.049964e-03   5.303316
2090  POINT (1133721 1677422)  8832  32.78967 19.077915 7.049964e-03   5.303316
2091  POINT (1133721 1677422)  8976  37.56285 17.496567 7.049964e-03   5.303316
2092  POINT (1132445 1691512)  8975  56.63708       NaN 3.659120e-01   7.149486
2093  POINT (1132445 1691512)  8904  52.12983       NaN 3.659120e-01   7.149486
2094  POINT (1132445 1691512)  8808  47.77859       NaN 3.659120e-01   7.149486
2095  POINT (1132445 1691512)  8784  57.61147       NaN 3.659120e-01   7.149486
2096  POINT (1132445 1691512)  8952  58.69328       NaN 3.659120e-01   7.149486
2097  POINT (1132445 1691512)  8880  57.22750 27.376740 3.659120e-01   7.149486
2098  POINT (1132445 1691512)  8952  48.48296 29.903408 3.659120e-01   7.149486
2099  POINT (1132445 1691512)  8856  46.17011 27.682832 3.659120e-01   7.149486
2100  POINT (1132445 1691512)  8904  47.62591 26.833713 3.659120e-01   7.149486
2101  POINT (1132445 1691512)  3418  53.71330 28.222780 3.659120e-01   7.149486
2102  POINT (1134086 1691377)  4863  30.65294 17.997468 9.750806e-02   3.585193
2103  POINT (1134086 1691377)  8808  28.76506 16.606278 9.750806e-02   3.585193
2104  POINT (1134086 1691377)  8928  40.61915 17.274500 9.750806e-02   3.585193
2105  POINT (1134086 1691377)  8832  27.00945 16.745475 9.750806e-02   3.585193
2106  POINT (1134086 1691377)  8976  33.73787 17.427210 9.750806e-02   3.585193
2107  POINT (1123521 1678531)  8975  56.67810       NaN 8.936826e-02  11.036036
2108  POINT (1123521 1678531)  8903  55.18175       NaN 8.936826e-02  11.036036
2109  POINT (1123521 1678531)  8808  54.12613       NaN 8.936826e-02  11.036036
2110  POINT (1123521 1678531)  8784  57.32295       NaN 8.936826e-02  11.036036
2111  POINT (1123521 1678531)  8952  61.40014       NaN 8.936826e-02  11.036036
2112  POINT (1123521 1678531)  8880  53.65691 31.226503 8.936826e-02  11.036036
2113  POINT (1123521 1678531)  8952  48.84284 27.642407 8.936826e-02  11.036036
2114  POINT (1123521 1678531)  8856  45.55982 25.683011 8.936826e-02  11.036036
2115  POINT (1123521 1678531)  8904  44.60510 24.535350 8.936826e-02  11.036036
2116  POINT (1123521 1678531)  3226  49.14237 27.502342 8.936826e-02  11.036036
2117  POINT (1124245 1677646)  5367  36.97696 22.819291 7.350302e-02   2.780661
2118  POINT (1124245 1677646)  8808  36.23141 21.359108 7.350302e-02   2.780661
2119  POINT (1124245 1677646)  8928  38.75857 19.082877 7.350302e-02   2.780661
2120  POINT (1124245 1677646)  8832  28.94569 18.558522 7.350302e-02   2.780661
2121  POINT (1124245 1677646)  8976  36.29769 20.285731 7.350302e-02   2.780661
2122  POINT (1129949 1679894)  2615  35.96118 19.058598 4.214117e-02   1.404068
2123  POINT (1129949 1679894)  8928  36.88378 16.664415 4.214117e-02   1.404068
2124  POINT (1129949 1679894)  8832  30.17794 17.339627 4.214117e-02   1.404068
2125  POINT (1129949 1679894)  8976  37.07512 19.265281 4.214117e-02   1.404068
2126  POINT (1143704 1688857)  8975  43.99916       NaN 1.682618e-01  16.623850
2127  POINT (1143704 1688857)  8904  45.51633       NaN 1.682618e-01  16.623850
2128  POINT (1143704 1688857)  8808  42.63617       NaN 1.682618e-01  16.623850
2129  POINT (1143704 1688857)  8784  49.45648       NaN 1.682618e-01  16.623850
2130  POINT (1143704 1688857)  8952  48.24222       NaN 1.682618e-01  16.623850
2131  POINT (1143704 1688857)  8880  49.10126 29.762828 1.682618e-01  16.623850
2132  POINT (1143704 1688857)  8952  48.22622 26.792431 1.682618e-01  16.623850
2133  POINT (1143704 1688857)  5602  49.03490 27.997056 1.682618e-01  16.623850
2134  POINT (1143375 1688457)  2871  50.39517 24.523440 1.261403e-02  12.909925
2135  POINT (1143375 1688457)  8904  40.54828 22.134058 1.261403e-02  12.909925
2136  POINT (1143375 1688457)  8808  36.97112 20.036330 1.261403e-02  12.909925
2137  POINT (1143375 1688457)  8808  30.77577 16.119798 1.261403e-02  12.909925
2138  POINT (1143375 1688457)  8928  40.68718 16.422038 1.261403e-02  12.909925
2139  POINT (1143375 1688457)  8832  26.01194 15.462032 1.261403e-02  12.909925
2140  POINT (1143375 1688457)  8976  32.14147 16.388085 1.261403e-02  12.909925
2141  POINT (1155784 1695902)  8975  37.70821       NaN 6.597960e-02  44.115795
2142  POINT (1155784 1695902)  8904  35.14635       NaN 6.597960e-02  44.115795
2143  POINT (1155784 1695902)  8808  29.92942       NaN 6.597960e-02  44.115795
2144  POINT (1155784 1695902)  8784  33.98651       NaN 6.597960e-02  44.115795
2145  POINT (1155784 1695902)  2410  39.21802       NaN 6.597960e-02  44.115795
2146  POINT (1155717 1695889)  6039  33.21106       NaN 6.368864e-02  38.401554
2147  POINT (1155717 1695889)  8880  42.18051 24.547495 6.368864e-02  38.401554
2148  POINT (1155717 1695889)  8952  41.82983 23.628271 6.368864e-02  38.401554
2149  POINT (1155717 1695889)  8856  40.43458 24.540600 6.368864e-02  38.401554
2150  POINT (1155717 1695889)  8904  34.61926 17.359697 6.368864e-02  38.401554
2151  POINT (1155717 1695889)  8808  31.68639 15.641700 6.368864e-02  38.401554
2152  POINT (1155717 1695889)  8808  26.32625 15.141843 6.368864e-02  38.401554
2153  POINT (1155717 1695889)  8928  30.82183 15.526868 6.368864e-02  38.401554
2154  POINT (1155717 1695889)  8832  24.87229 14.870225 6.368864e-02  38.401554
2155  POINT (1155717 1695889)  8976  31.98510 15.257598 6.368864e-02  38.401554
2156  POINT (1152715 1704638)  8975  47.99406       NaN 4.234840e-02  63.246716
2157  POINT (1152715 1704638)  8904  47.82102       NaN 4.234840e-02  63.246716
2158  POINT (1152715 1704638)  8808  43.31870       NaN 4.234840e-02  63.246716
2159  POINT (1152715 1704638)  8784  56.98272       NaN 4.234840e-02  63.246716
2160  POINT (1152715 1704638)  8952  38.58730       NaN 4.234840e-02  63.246716
2161  POINT (1152715 1704638)  8880  36.19897 19.880490 4.234840e-02  63.246716
2162  POINT (1152715 1704638)  8952  40.07228 24.895499 4.234840e-02  63.246716
2163  POINT (1152715 1704638)  8856  39.36821 22.547600 4.234840e-02  63.246716
2164  POINT (1152715 1704638)  8904  39.44782 20.803322 4.234840e-02  63.246716
2165  POINT (1152715 1704638)  8808  35.00354 21.111898 4.234840e-02  63.246716
2166  POINT (1152715 1704638)  8808  27.83565 16.190007 4.234840e-02  63.246716
2167  POINT (1152715 1704638)  8928  30.82215 15.800296 4.234840e-02  63.246716
2168  POINT (1152715 1704638)  8832  24.27873 15.507927 4.234840e-02  63.246716
2169  POINT (1152715 1704638)  8976  30.55470 16.367119 4.234840e-02  63.246716
2170  POINT (1140807 1682686)  3935  25.78662       NaN 1.460629e-02  15.548909
2171  POINT (1140807 1682686)  8808  36.65072       NaN 1.460629e-02  15.548909
2172  POINT (1140807 1682686)  8784  46.42492       NaN 1.460629e-02  15.548909
2173  POINT (1140807 1682686)  8952  49.53357       NaN 1.460629e-02  15.548909
2174  POINT (1140807 1682686)  8880  44.28165 22.022167 1.460629e-02  15.548909
2175  POINT (1140807 1682686)  8952  42.43928 26.136727 1.460629e-02  15.548909
2176  POINT (1140807 1682686)  8856  43.94775 23.786364 1.460629e-02  15.548909
2177  POINT (1140807 1682686)  8904  37.48076 20.345017 1.460629e-02  15.548909
2178  POINT (1140807 1682686)  8808  31.36168 17.467951 1.460629e-02  15.548909
2179  POINT (1140807 1682686)  8808  31.87137 15.196574 1.460629e-02  15.548909
2180  POINT (1140807 1682686)  8928  37.78292 14.409540 1.460629e-02  15.548909
2181  POINT (1140807 1682686)  8832  30.74933 13.960796 1.460629e-02  15.548909
2182  POINT (1140807 1682686)  8976  32.24040 15.926889 1.460629e-02  15.548909
2183  POINT (1144942 1693876)  8975  51.47356       NaN 1.715040e-03  25.957529
2184  POINT (1144942 1693876)  8903  48.11430       NaN 1.715040e-03  25.957529
2185  POINT (1144942 1693876)  8808  33.44767       NaN 1.715040e-03  25.957529
2186  POINT (1144942 1693876)  8784  40.57525       NaN 1.715040e-03  25.957529
2187  POINT (1144942 1693876)  8952  44.78821       NaN 1.715040e-03  25.957529
2188  POINT (1144942 1693876)  8880  46.81410 25.020082 1.715040e-03  25.957529
2189  POINT (1144942 1693876)  8952  39.97170 24.384038 1.715040e-03  25.957529
2190  POINT (1144942 1693876)  8856  39.01810 24.135535 1.715040e-03  25.957529
2191  POINT (1144942 1693876)  8904  40.08684 22.042982 1.715040e-03  25.957529
2192  POINT (1144942 1693876)  8808  33.90045 20.146827 1.715040e-03  25.957529
2193  POINT (1144942 1693876)  8808  29.09469 16.077802 1.715040e-03  25.957529
2194  POINT (1144942 1693876)  8928  31.01534 14.303545 1.715040e-03  25.957529
2195  POINT (1144942 1693876)  8832  25.96037 13.439904 1.715040e-03  25.957529
2196  POINT (1144942 1693876)  8976  30.92231 15.840633 1.715040e-03  25.957529
2197  POINT (1147516 1693969)  1919  25.41480 16.136870 4.035137e-02  24.859514
2198  POINT (1147516 1693969)  8928  27.88289 13.353797 4.035137e-02  24.859514
2199  POINT (1147516 1693969)  8832  24.32516 14.487620 4.035137e-02  24.859514
2200  POINT (1147516 1693969)  8976  31.26267 16.382812 4.035137e-02  24.859514
2201  POINT (1146446 1685251)  8975  33.53406       NaN 3.175348e-01  51.592060
2202  POINT (1146446 1685251)  8904  34.91234       NaN 3.175348e-01  51.592060
2203  POINT (1146446 1685251)  8808  29.30012       NaN 3.175348e-01  51.592060
2204  POINT (1146446 1685251)  8784  35.48334       NaN 3.175348e-01  51.592060
2205  POINT (1146446 1685251)  8952  38.54156       NaN 3.175348e-01  51.592060
2206  POINT (1146446 1685251)  8880  38.51415 24.030603 3.175348e-01  51.592060
2207  POINT (1146446 1685251)  8952  46.10435 27.089219 3.175348e-01  51.592060
2208  POINT (1146446 1685251)  2626  36.80634 21.861690 3.175348e-01  51.592060
2209  POINT (1147378 1685892)  4647  43.45439 22.766904 1.417377e-01  11.749573
2210  POINT (1147378 1685892)  8904  47.05726 24.632961 1.417377e-01  11.749573
2211  POINT (1147378 1685892)  8808  36.72247 23.382447 1.417377e-01  11.749573
2212  POINT (1147378 1685892)  8808  30.48399 18.654210 1.417377e-01  11.749573
2213  POINT (1147378 1685892)  8928  35.58442 13.973000 1.417377e-01  11.749573
2214  POINT (1147378 1685892)  8832  29.14690 12.766305 1.417377e-01  11.749573
2215  POINT (1147378 1685892)  8976  35.30167 14.931178 1.417377e-01  11.749573
2216  POINT (1138272 1680972)    NA        NA        NA 1.103043e-01  46.700092
2217  POINT (1138272 1680972)  8783  37.03236       NaN 1.103043e-01  46.700092
2218  POINT (1138272 1680972)  8952  38.25659       NaN 1.103043e-01  46.700092
2219  POINT (1138272 1680972)  8880  39.28880 24.345229 1.103043e-01  46.700092
2220  POINT (1138272 1680972)  1786  39.54921 30.530175 1.103043e-01  46.700092
2221  POINT (1138097 1681307)  6879  41.53548 25.121443 1.190914e-02  61.006035
2222  POINT (1138097 1681307)  8856  42.31897 26.695841 1.190914e-02  61.006035
2223  POINT (1138097 1681307)  8904  41.17463 25.519154 1.190914e-02  61.006035
2224  POINT (1138097 1681307)  8808  38.36930 23.160555 1.190914e-02  61.006035
2225  POINT (1138097 1681307)  8808  32.89221 18.173427 1.190914e-02  61.006035
2226  POINT (1138097 1681307)  8928  36.51419 15.786707 1.190914e-02  61.006035
2227  POINT (1138097 1681307)  8832  30.10156 15.037583 1.190914e-02  61.006035
2228  POINT (1138097 1681307)  8976  36.16246 15.459675 1.190914e-02  61.006035
2229  POINT (1135236 1687581)  3671  37.79482 22.021160 6.727098e-02   6.106574
2230  POINT (1135236 1687581)  8808  38.06018 22.739936 6.727098e-02   6.106574
2231  POINT (1135236 1687581)  8808  32.47097 20.016004 6.727098e-02   6.106574
2232  POINT (1135236 1687581)  8928  35.66395 18.874151 6.727098e-02   6.106574
2233  POINT (1135236 1687581)  8832  29.50011 18.451995 6.727098e-02   6.106574
2234  POINT (1135236 1687581)  8976  36.10668 19.940085 6.727098e-02   6.106574
2235  POINT (1138713 1685480)  4455  29.70878 16.119037 6.081437e-02  44.220844
2236  POINT (1138713 1685480)  8808  30.85864 17.582489 6.081437e-02  44.220844
2237  POINT (1138713 1685480)  8928  35.96490 16.878764 6.081437e-02  44.220844
2238  POINT (1138713 1685480)  8832  30.32435 16.687386 6.081437e-02  44.220844
2239  POINT (1138713 1685480)  8976  36.62758 18.007099 6.081437e-02  44.220844
2240  POINT (1134306 1679887)  4455  23.03154 14.709075 7.987388e-03  17.547680
2241  POINT (1134306 1679887)  8808  25.68222 15.323368 7.987388e-03  17.547680
2242  POINT (1134306 1679887)  8928  32.92349 15.917205 7.987388e-03  17.547680
2243  POINT (1134306 1679887)  8832  27.59636 16.123294 7.987388e-03  17.547680
2244  POINT (1134306 1679887)  8976  34.76976 16.957269 7.987388e-03  17.547680
2245  POINT (1141749 1681952)  1503  39.46417 24.789193 3.022285e-01   3.530908
2246  POINT (1141749 1681952)  8808  35.73857 22.103306 3.022285e-01   3.530908
2247  POINT (1141749 1681952)  8808  29.03792 17.347272 3.022285e-01   3.530908
2248  POINT (1141749 1681952)  8928  35.63456 15.956181 3.022285e-01   3.530908
2249  POINT (1141749 1681952)  5090  33.94276 17.297016 3.022285e-01   3.530908
2250  POINT (1121645 1676330)  1503  51.12433 27.753593 4.551943e-02   4.130325
2251  POINT (1121645 1676330)  8808  36.80565 22.152503 4.551943e-02   4.130325
2252  POINT (1121645 1676330)  8808  29.40738 17.404770 4.551943e-02   4.130325
2253  POINT (1121645 1676330)  8928  36.57730 16.784175 4.551943e-02   4.130325
2254  POINT (1121645 1676330)  5090  33.62277 16.879044 4.551943e-02   4.130325
2255  POINT (1116456 1728750)  3663  35.54185 20.617789 6.267742e-01 197.827698
2256  POINT (1116456 1728750)  8928  41.01468 19.906280 6.267742e-01 197.827698
2257  POINT (1116456 1728750)  8832  35.33827 21.090921 6.267742e-01 197.827698
2258  POINT (1116456 1728750)  8976  40.43810 19.349719 6.267742e-01 197.827698
2259  POINT (1121645 1676330)    NA        NA        NA 4.551943e-02   4.130325
2260  POINT (1121645 1676330)    NA        NA        NA 4.551943e-02   4.130325
2261  POINT (1121645 1676330)  3719  27.28724 14.804783 4.551943e-02   4.130325
2262  POINT (1121645 1676330)  8976  34.91329 17.566707 4.551943e-02   4.130325
2263  POINT (1141749 1681952)    NA        NA        NA 3.022285e-01   3.530908
2264  POINT (1141749 1681952)    NA        NA        NA 3.022285e-01   3.530908
2265  POINT (1141749 1681952)  3719  25.98589 14.345081 3.022285e-01   3.530908
2266  POINT (1141749 1681952)  8976  40.88238 18.149844 3.022285e-01   3.530908
2267  POINT (1141749 1681952)  8687  40.21828 20.494567 3.022285e-01   3.530908
2268  POINT (1097760 1691966)  4407  45.54245       NaN 2.459229e-02  33.840225
2269  POINT (1097760 1691966)  8760  47.08239       NaN 2.459229e-02  33.840225
2270  POINT (1097760 1691966)  8784  40.01237       NaN 2.459229e-02  33.840225
2271  POINT (1097760 1691966)  8760  43.96160       NaN 2.459229e-02  33.840225
2272  POINT (1097760 1691966)  8760  49.37507       NaN 2.459229e-02  33.840225
            dem        mtpi      mtpi_1km lc_0        lc_10       lc_11
1     32.232681  0.12156049 -0.1234744564    0 0.000000e+00 0.063510433
2     32.232681  0.12156049 -0.1234744564    0 6.610347e-05 0.053661339
3     32.232681  0.12156049 -0.1234744564    0 1.149772e-03 0.039659131
4     32.232681  0.12156049 -0.1234744564    0 1.023340e-02 0.054157510
5     32.232681  0.12156049 -0.1234744564    0 1.107640e-02 0.078490660
6     32.232681  0.12156049 -0.1234744564    0 1.780222e-03 0.172364041
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874   24.773092 -0.45280772 -0.3979693055    0 0.000000e+00 0.233495578
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878   13.651834 -0.29868147  0.1441493928    0 1.238491e-03 0.091583259
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880   13.651834 -0.29868147  0.1441493928    0 3.145354e-03 0.273192823
881   13.651834 -0.29868147  0.1441493928    0 1.356246e-03 0.162540570
882   13.651834 -0.29868147  0.1441493928    0 0.000000e+00 0.015009518
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884   13.651834 -0.29868147  0.1441493928    0 8.520306e-04 0.279267371
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886   37.454441  1.27810383  0.0842602104    0 0.000000e+00 0.024214091
887   37.454441  1.27810383  0.0842602104    0 1.208434e-05 0.041788001
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897   14.365601 -0.24532215 -0.1135781258    0 2.840102e-04 0.040502314
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900   13.992938 -0.17078774 -0.0807563886    0 0.000000e+00 0.023079528
901   13.992938 -0.17078774 -0.0807563886    0 6.020989e-04 0.107593961
902   13.992938 -0.17078774 -0.0807563886    0 0.000000e+00 0.020329587
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904   13.992938 -0.17078774 -0.0807563886    0 6.386428e-04 0.229126617
905   13.992938 -0.17078774 -0.0807563886    0 2.126300e-04 0.128993645
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907   19.586330 -0.94781220  0.0011976432    0 5.696435e-04 0.094071597
908   19.586330 -0.94781220  0.0011976432    0 8.432505e-03 0.029949073
909   19.586330 -0.94781220  0.0011976432    0 3.652029e-04 0.274534583
910   19.586330 -0.94781220  0.0011976432    0 8.432505e-03 0.029949073
911   19.586330 -0.94781220  0.0011976432    0 5.680204e-04 0.118008085
912   19.586330 -0.94781220  0.0011976432    0 8.575640e-03 0.277147800
913   19.586330 -0.94781220  0.0011976432    0 2.840102e-04 0.051152464
914   19.586330 -0.94781220  0.0011976432    0 2.388844e-04 0.053576395
915   19.586330 -0.94781220  0.0011976432    0 6.341239e-04 0.041211024
916   19.586330 -0.94781220  0.0011976432    0 1.149772e-03 0.031846907
917   19.586330 -0.94781220  0.0011976432    0 1.023340e-02 0.050037075
918   19.586330 -0.94781220  0.0011976432    0 1.107640e-02 0.072303087
919   19.586330 -0.94781220  0.0011976432    0 1.780222e-03 0.160111979
920   19.586330 -0.94781220  0.0011976432    0 1.195151e-03 0.108254552
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922    7.118091 -0.42068258 -0.0095518567    0 3.832217e-04 0.122594103
923    7.118091 -0.42068258 -0.0095518567    0 5.680205e-04 0.044734109
924    7.118091 -0.42068258 -0.0095518567    0 0.000000e+00 0.018958798
925    7.118091 -0.42068258 -0.0095518567    0 0.000000e+00 0.017132837
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927    7.118091 -0.42068258 -0.0095518567    0 2.840102e-04 0.050296932
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946   24.200470 -0.17889366 -0.0200764611    0 8.520307e-04 0.335165203
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951   27.088854  0.20115975  0.0291138962    0 3.225724e-04 0.087077059
952   27.088854  0.20115975  0.0291138962    0 2.301206e-04 0.101020679
953   27.088854  0.20115975  0.0291138962    0 1.214619e-03 0.067476191
954   27.088854  0.20115975  0.0291138962    0 1.088607e-03 0.113289833
955   27.088854  0.20115975  0.0291138962    0 0.000000e+00 0.063360922
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957   27.088854  0.20115975  0.0291138962    0 5.680204e-04 0.083560981
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959   27.088854  0.20115975  0.0291138962    0 0.000000e+00 0.073483542
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968   18.351936 -0.32850933 -0.1463720948    0 2.840102e-04 0.078339331
969   18.351936 -0.32850933 -0.1463720948    0 4.611362e-04 0.097360007
970   18.351936 -0.32850933 -0.1463720948    0 2.735827e-05 0.088519804
971   18.351936 -0.32850933 -0.1463720948    0 8.351082e-04 0.062869005
972   18.351936 -0.32850933 -0.1463720948    0 2.140908e-06 0.129167572
973   18.351936 -0.32850933 -0.1463720948    0 1.136041e-03 0.117702149
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979   19.871426  0.20494950 -0.0539207496    0 3.055762e-03 0.149814934
980   19.871426  0.20494950 -0.0539207496    0 2.535414e-03 0.212826028
981   19.871426  0.20494950 -0.0539207496    0 1.333554e-03 0.333902061
982   19.871426  0.20494950 -0.0539207496    0 2.350076e-03 0.460320473
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984   19.871426  0.20494950 -0.0539207496    0 1.593369e-03 0.130555853
985   19.871426  0.20494950 -0.0539207496    0 1.194189e-03 0.259999275
986   19.871426  0.20494950 -0.0539207496    0 7.587965e-04 0.261418194
987   19.871426  0.20494950 -0.0539207496    0 6.564341e-05 0.065676227
988   19.871426  0.20494950 -0.0539207496    0 6.896112e-04 0.170801058
989   19.871426  0.20494950 -0.0539207496    0 3.636715e-03 0.206114039
990   19.871426  0.20494950 -0.0539207496    0 2.964313e-03 0.229581118
991   19.871426  0.20494950 -0.0539207496    0 2.273801e-03 0.110618956
992    5.795550 -0.05678650 -0.0214242004    0 6.458391e-04 0.049548041
993    5.795550 -0.05678650 -0.0214242004    0 6.076171e-04 0.062826253
994    5.795550 -0.05678650 -0.0214242004    0 1.314857e-03 0.173550308
995    5.795550 -0.05678650 -0.0214242004    0 1.136041e-03 0.241650075
996    5.795550 -0.05678650 -0.0214242004    0 0.000000e+00 0.189102396
997    5.795550 -0.05678650 -0.0214242004    0 6.140214e-04 0.421919346
998    5.795550 -0.05678650 -0.0214242004    0 1.136041e-03 0.090746053
999    5.795550 -0.05678650 -0.0214242004    0 1.210648e-03 0.149732843
1000   5.795550 -0.05678650 -0.0214242004    0 9.691203e-04 0.285498172
1001   5.795550 -0.05678650 -0.0214242004    0 9.757699e-03 0.283216268
1002   5.795550 -0.05678650 -0.0214242004    0 2.840102e-04 0.172133639
1003   5.795550 -0.05678650 -0.0214242004    0 1.507607e-03 0.218530342
1004   5.795550 -0.05678650 -0.0214242004    0 1.369218e-03 0.108045623
1005   5.795550 -0.05678650 -0.0214242004    0 1.472589e-03 0.144620612
1006   4.220477 -0.74589819  0.0011976432    0 5.684638e-03 0.298037559
1007   4.220477 -0.74589819  0.0011976432    0 2.960130e-03 0.216607645
1008   4.220477 -0.74589819  0.0011976432    0 4.165092e-03 0.544123113
1009   4.220477 -0.74589819  0.0011976432    0 3.671000e-04 0.208452851
1010   4.220477 -0.74589819  0.0011976432    0 1.977612e-03 0.256550878
1011   4.220477 -0.74589819  0.0011976432    0 3.050109e-03 0.313082963
1012   4.220477 -0.74589819  0.0011976432    0 3.524628e-04 0.237649575
1013   4.220477 -0.74589819  0.0011976432    0 5.061283e-03 0.439340174
1014   4.220477 -0.74589819  0.0011976432    0 1.724801e-03 0.369906396
1015   4.220477 -0.74589819  0.0011976432    0 1.420051e-03 0.059566960
1016   4.220477 -0.74589819  0.0011976432    0 1.843382e-03 0.142346278
1017   4.220477 -0.74589819  0.0011976432    0 1.900975e-03 0.232724085
1018   4.220477 -0.74589819  0.0011976432    0 5.680198e-04 0.123680294
1019   4.220477 -0.74589819  0.0011976432    0 5.886100e-03 0.352939546
1020  52.653393 -0.26696685 -0.1995442957    0 3.998263e-03 0.131519541
1021  52.653393 -0.26696685 -0.1995442957    0 2.840103e-04 0.282107860
1022  52.653393 -0.26696685 -0.1995442957    0 5.680204e-04 0.384990990
1023  52.653393 -0.26696685 -0.1995442957    0 1.420051e-03 0.201673001
1024  52.653393 -0.26696685 -0.1995442957    0 7.692521e-04 0.233517870
1025  52.653393 -0.26696685 -0.1995442957    0 1.754099e-03 0.221996859
1026  52.653393 -0.26696685 -0.1995442957    0 6.437820e-04 0.565256655
1027  52.653393 -0.26696685 -0.1995442957    0 2.053536e-03 0.264844984
1028  52.653393 -0.26696685 -0.1995442957    0 2.840102e-04 0.502473056
1029  52.653393 -0.26696685 -0.1995442957    0 0.000000e+00 0.117243759
1030  52.653393 -0.26696685 -0.1995442957    0 4.993618e-04 0.136134773
1031  52.653393 -0.26696685 -0.1995442957    0 6.832161e-04 0.387921691
1032  52.653393 -0.26696685 -0.1995442957    0 0.000000e+00 0.019028708
1033  52.653393 -0.26696685 -0.1995442957    0 0.000000e+00 0.015035332
1034  31.522255 -0.22643441 -0.2811469138    0 2.442957e-03 0.059572916
1035  31.522255 -0.22643441 -0.2811469138    0 0.000000e+00 0.017824689
1036  31.522255 -0.22643441 -0.2811469138    0 9.665885e-06 0.039289635
1037  31.522255 -0.22643441 -0.2811469138    0 1.480102e-03 0.052585881
1038  31.522255 -0.22643441 -0.2811469138    0 7.209145e-04 0.063309282
1039  31.522255 -0.22643441 -0.2811469138    0 1.170801e-03 0.044363048
1040  31.522255 -0.22643441 -0.2811469138    0 2.054272e-03 0.097884819
1041  31.522255 -0.22643441 -0.2811469138    0 5.680204e-04 0.079184167
1042  31.522255 -0.22643441 -0.2811469138    0 5.511591e-04 0.019492961
1043  31.522255 -0.22643441 -0.2811469138    0 0.000000e+00 0.518126726
1044  31.522255 -0.22643441 -0.2811469138    0 7.826283e-04 0.039597277
1045  31.522255 -0.22643441 -0.2811469138    0 0.000000e+00 0.012953548
1046  31.522255 -0.22643441 -0.2811469138    0 8.679600e-04 0.077487282
1047  31.522255 -0.22643441 -0.2811469138    0 3.095594e-03 0.247718722
1048  36.083157  0.54575783 -0.1749031991    0 4.065902e-04 0.030568458
1049  36.083157  0.54575783 -0.1749031991    0 1.147789e-03 0.027567822
1050  36.083157  0.54575783 -0.1749031991    0 1.150845e-03 0.080505311
1051  36.083157  0.54575783 -0.1749031991    0 1.143479e-03 0.032301396
1052  36.083157  0.54575783 -0.1749031991    0 1.657571e-03 0.037281904
1053  36.083157  0.54575783 -0.1749031991    0 0.000000e+00 0.024563033
1054  36.083157  0.54575783 -0.1749031991    0 7.887807e-04 0.062116850
1055  36.083157  0.54575783 -0.1749031991    0 4.249617e-04 0.027430054
1056  36.083157  0.54575783 -0.1749031991    0 3.945346e-03 0.108570948
1057  36.083157  0.54575783 -0.1749031991    0 0.000000e+00 0.045064855
1058  40.841511 -0.46770197 -0.1749031991    0 8.435053e-04 0.066737466
1059  40.841511 -0.46770197 -0.1749031991    0 1.523804e-03 0.054454550
1060  40.841511 -0.46770197 -0.1749031991    0 1.254751e-03 0.082136527
1061  40.841511 -0.46770197 -0.1749031991    0 1.032196e-03 0.040280998
1062  40.841511 -0.46770197 -0.1749031991    0 3.335078e-03 0.097553387
1063  34.475895  0.45855561 -0.1356707066    0 4.358981e-03 0.134003624
1064  34.475895  0.45855561 -0.1356707066    0 1.882810e-03 0.090244226
1065  34.475895  0.45855561 -0.1356707066    0 3.229323e-04 0.051041141
1066  34.475895  0.45855561 -0.1356707066    0 5.680204e-04 0.063863650
1067  34.475895  0.45855561 -0.1356707066    0 1.097361e-03 0.072197102
1068  34.475895  0.45855561 -0.1356707066    0 1.988071e-03 0.076505199
1069  34.475895  0.45855561 -0.1356707066    0 1.067545e-03 0.089522503
1070  34.475895  0.45855561 -0.1356707066    0 2.345781e-03 0.184536085
1071  34.475895  0.45855561 -0.1356707066    0 1.124406e-03 0.119551353
1072  34.475895  0.45855561 -0.1356707066    0 3.971986e-03 0.122763738
1073  34.475895  0.45855561 -0.1356707066    0 2.509538e-03 0.092016287
1074  34.475895  0.45855561 -0.1356707066    0 2.736195e-03 0.120085172
1075  34.475895  0.45855561 -0.1356707066    0 4.744647e-03 0.389243513
1076  34.475895  0.45855561 -0.1356707066    0 2.972043e-03 0.094266802
1077  46.816551 -0.13231200 -0.0516897254    0 2.875952e-04 0.049685199
1078  46.816551 -0.13231200 -0.0516897254    0 1.211554e-03 0.118159488
1079  46.816551 -0.13231200 -0.0516897254    0 5.469690e-03 0.090901554
1080  46.816551 -0.13231200 -0.0516897254    0 5.951965e-03 0.090050824
1081  46.816551 -0.13231200 -0.0516897254    0 7.190048e-04 0.266683817
1082  46.816551 -0.13231200 -0.0516897254    0 4.121806e-03 0.593763053
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1084  46.816551 -0.13231200 -0.0516897254    0 1.720389e-03 0.111253925
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1300  44.726139  2.07001495 -0.0029386517    0 1.333554e-03 0.337760419
1301  44.726139  2.07001495 -0.0029386517    0 2.422885e-03 0.453487188
1302  44.726139  2.07001495 -0.0029386517    0 8.747741e-04 0.226102516
1303  44.726139  2.07001495 -0.0029386517    0 1.593369e-03 0.141876191
1304  44.726139  2.07001495 -0.0029386517    0 9.101785e-04 0.259615004
1305  44.726139  2.07001495 -0.0029386517    0 7.587965e-04 0.273062080
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1310  44.726139  2.07001495 -0.0029386517    0 1.967765e-03 0.124291606
1311  44.726139  2.07001495 -0.0029386517    0 8.383907e-04 0.048141237
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1321  53.987480  1.11717486  0.0006795689    0 2.840102e-04 0.179682478
1322  53.987480  1.11717486  0.0006795689    0 1.712139e-03 0.213930085
1323  53.987480  1.11717486  0.0006795689    0 1.629802e-03 0.109358720
1324  53.987480  1.11717486  0.0006795689    0 1.423138e-03 0.160870999
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1333  10.266042 -0.10892583 -0.0094219567    0 1.440791e-03 0.346772432
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1338  10.266042 -0.10892583 -0.0094219567    0 7.070153e-03 0.338529825
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1341  10.266042 -0.10892583 -0.0094219567    0 5.684954e-04 0.391640961
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1352  22.702942  0.13250889  0.0175194088    0 5.680205e-04 0.020049253
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1360  41.046146 -0.21378423 -0.3480554223    0 2.622034e-03 0.099504642
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1371  65.483170 -0.25048539  0.0123101911    0 1.140612e-03 0.074852288
1372  65.483170 -0.25048539  0.0123101911    0 1.143479e-03 0.032648660
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1511 116.773201 -0.28298837 -0.1176633760    0 0.000000e+00 0.263764083
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1513 116.773201 -0.28298837 -0.1176633760    0 1.565846e-03 0.451966763
1514 164.530823  2.42902923 -0.2142418027    0 6.737498e-04 0.246941224
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1516 164.530823  2.42902923 -0.2142418027    0 5.942073e-04 0.069586769
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1522   8.755019 -0.50878710 -0.1280949563    0 7.155868e-04 0.151803508
1523   8.755019 -0.50878710 -0.1280949563    0 2.861343e-03 0.228458047
1524   8.755019 -0.50878710 -0.1280949563    0 1.225765e-03 0.172945514
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1542  28.569395 -0.21829982  0.0100041013    0 1.189278e-02 0.370786190
1543  28.569395 -0.21829982  0.0100041013    0 6.020989e-04 0.096876502
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1718  92.922279 -0.16992079 -0.0077734757    0 2.387878e-03 0.102485046
1719  92.922279 -0.16992079 -0.0077734757    0 2.472881e-03 0.125266686
1720  92.922279 -0.16992079 -0.0077734757    0 4.535366e-03 0.394272804
1721  92.922279 -0.16992079 -0.0077734757    0 2.972043e-03 0.100860395
1722  92.922279 -0.16992079 -0.0077734757    0 2.840102e-04 0.052437905
1723  92.922279 -0.16992079 -0.0077734757    0 1.122862e-03 0.119421281
1724  59.469425  0.12587978 -0.1542340666    0 7.389020e-03 0.089137226
1725  59.469425  0.12587978 -0.1542340666    0 7.682797e-03 0.078273214
1726  59.469425  0.12587978 -0.1542340666    0 4.349946e-04 0.264179856
1727  63.347549 -0.41676283 -0.1207646504    0 5.529584e-03 0.585901916
1728  63.347549 -0.41676283 -0.1207646504    0 3.151935e-03 0.079495080
1729  63.347549 -0.41676283 -0.1207646504    0 2.087107e-03 0.108056001
1730  63.347549 -0.41676283 -0.1207646504    0 2.329381e-03 0.076944269
1731  63.347549 -0.41676283 -0.1207646504    0 3.080496e-03 0.213566050
1732  63.347549 -0.41676283 -0.1207646504    0 1.378494e-03 0.376294345
1733  63.347549 -0.41676283 -0.1207646504    0 1.937942e-03 0.165715635
1734  63.347549 -0.41676283 -0.1207646504    0 3.157902e-03 0.573990166
1735  63.347549 -0.41676283 -0.1207646504    0 0.000000e+00 0.053580597
1736  63.347549 -0.41676283 -0.1207646504    0 2.840103e-04 0.059001457
1737  63.347549 -0.41676283 -0.1207646504    0 8.754497e-04 0.088763863
1738  63.347549 -0.41676283 -0.1207646504    0 7.281679e-04 0.058924466
1739  63.590271  0.36436790  0.0056123184    0 1.448246e-03 0.131774798
1740  63.590271  0.36436790  0.0056123184    0 1.015883e-03 0.328628480
1741  63.590271  0.36436790  0.0056123184    0 2.840102e-04 0.140731320
1742  63.590271  0.36436790  0.0056123184    0 2.840102e-04 0.095529012
1743  63.590271  0.36436790  0.0056123184    0 3.318720e-03 0.150208995
1744  63.590271  0.36436790  0.0056123184    0 2.840102e-04 0.042953495
1745  63.590271  0.36436790  0.0056123184    0 2.098911e-02 0.067285836
1746  63.590271  0.36436790  0.0056123184    0 6.494792e-03 0.099628940
1747  63.590271  0.36436790  0.0056123184    0 6.367840e-03 0.123815745
1748  63.590271  0.36436790  0.0056123184    0 5.369633e-03 0.169657439
1749  63.590271  0.36436790  0.0056123184    0 6.555635e-03 0.109449863
1750  63.590271  0.36436790  0.0056123184    0 5.433522e-03 0.426582277
1751  63.590271  0.36436790  0.0056123184    0 1.155109e-02 0.118737459
1752  63.590271  0.36436790  0.0056123184    0 2.414944e-03 0.033728462
1753  32.653099  0.20269580  0.0139491530    0 4.295260e-03 0.101389110
1754  32.653099  0.20269580  0.0139491530    0 4.262930e-03 0.630974531
1755  32.653099  0.20269580  0.0139491530    0 8.433657e-03 0.297890425
1756  32.653099  0.20269580  0.0139491530    0 6.303894e-03 0.150268838
1757  89.984749 -0.24111383 -0.1972999126    0 9.551367e-04 0.028399825
1758  89.984749 -0.24111383 -0.1972999126    0 7.411595e-03 0.530668020
1759  89.984749 -0.24111383 -0.1972999126    0 4.279755e-03 0.180162609
1760  89.984749 -0.24111383 -0.1972999126    0 2.023016e-03 0.080226980
1761  43.528065 -0.08167957 -0.0114169428    0 1.851458e-05 0.044561006
1762  43.528065 -0.08167957 -0.0114169428    0 9.772358e-03 0.038691055
1763  43.528065 -0.08167957 -0.0114169428    0 2.616802e-02 0.090648472
1764  43.528065 -0.08167957 -0.0114169428    0 1.607787e-02 0.047061380
1765  43.528065 -0.08167957 -0.0114169428    0 0.000000e+00 0.019977963
1766  43.528065 -0.08167957 -0.0114169428    0 0.000000e+00 0.048879351
1767  43.528065 -0.08167957 -0.0114169428    0 4.255971e-04 0.086849116
1768  43.528065 -0.08167957 -0.0114169428    0 1.671458e-04 0.165099531
1769  43.528065 -0.08167957 -0.0114169428    0 3.240976e-03 0.212933093
1770  43.528065 -0.08167957 -0.0114169428    0 0.000000e+00 0.056176666
1771  43.528065 -0.08167957 -0.0114169428    0 0.000000e+00 0.002659575
1772  43.528065 -0.08167957 -0.0114169428    0 2.840102e-04 0.081101865
1773  43.528065 -0.08167957 -0.0114169428    0 2.697681e-03 0.147680759
1774  38.478809 -0.24670926 -0.0504082814    0 8.520307e-04 0.088464230
1775  38.478809 -0.24670926 -0.0504082814    0 5.526773e-04 0.050215710
1776  38.478809 -0.24670926 -0.0504082814    0 4.456048e-05 0.038564324
1777  38.478809 -0.24670926 -0.0504082814    0 2.049760e-03 0.138616696
1778  65.498901 -0.16241744 -0.0023947491    0 4.088632e-03 0.274560481
1779  65.498901 -0.16241744 -0.0023947491    0 4.748584e-04 0.056624111
1780  65.498901 -0.16241744 -0.0023947491    0 4.608645e-03 0.089133926
1781  65.498901 -0.16241744 -0.0023947491    0 1.353137e-04 0.016054271
1782  54.308731 -0.41476342 -0.4614809752    0 2.720967e-03 0.142284557
1783  54.308731 -0.41476342 -0.4614809752    0 8.342398e-05 0.017074255
1784  54.308731 -0.41476342 -0.4614809752    0 3.156352e-03 0.474922448
1785  54.308731 -0.41476342 -0.4614809752    0 2.956846e-03 0.060417056
1786  54.308731 -0.41476342 -0.4614809752    0 1.617170e-03 0.121005490
1787  54.308731 -0.41476342 -0.4614809752    0 5.680204e-04 0.120837703
1788  54.308731 -0.41476342 -0.4614809752    0 0.000000e+00 0.097084291
1789  54.308731 -0.41476342 -0.4614809752    0 0.000000e+00 0.026601747
1790  54.308731 -0.41476342 -0.4614809752    0 3.796101e-04 0.169872686
1791  54.308731 -0.41476342 -0.4614809752    0 4.349706e-04 0.081242435
1792  54.308731 -0.41476342 -0.4614809752    0 1.224915e-03 0.210162267
1793  54.308731 -0.41476342 -0.4614809752    0 1.032582e-03 0.168115482
1794  54.308731 -0.41476342 -0.4614809752    0 9.579642e-04 0.201454505
1795  47.675777  0.05591280  0.0650915653    0 4.176904e-03 0.198912680
1796  47.675777  0.05591280  0.0650915653    0 2.089878e-03 0.399894327
1797  64.137993 -0.36326897  0.0107507966    0 5.223169e-03 0.714542687
1798  64.137993 -0.36326897  0.0107507966    0 0.000000e+00 0.059585057
1799  64.137993 -0.36326897  0.0107507966    0 2.573028e-03 0.201936916
1800  64.137993 -0.36326897  0.0107507966    0 3.795740e-04 0.066744298
1801  64.137993 -0.36326897  0.0107507966    0 6.540348e-04 0.251956522
1802  64.137993 -0.36326897  0.0107507966    0 1.136041e-03 0.211302429
1803  64.137993 -0.36326897  0.0107507966    0 0.000000e+00 0.039685134
1804  64.137993 -0.36326897  0.0107507966    0 0.000000e+00 0.006648356
1805  64.137993 -0.36326897  0.0107507966    0 2.892785e-03 0.202038333
1806  64.137993 -0.36326897  0.0107507966    0 0.000000e+00 0.102441952
1807  64.137993 -0.36326897  0.0107507966    0 1.864426e-03 0.238634005
1808  64.137993 -0.36326897  0.0107507966    0 0.000000e+00 0.072124161
1809  64.137993 -0.36326897  0.0107507966    0 2.716783e-07 0.219374612
1810  68.803078 -0.45325190 -0.1687676162    0 6.496248e-04 0.078956351
1811  68.803078 -0.45325190 -0.1687676162    0 2.840102e-04 0.225927725
1812  68.803078 -0.45325190 -0.1687676162    0 3.466343e-04 0.057847302
1813  68.803078 -0.45325190 -0.1687676162    0 2.595405e-04 0.020517157
1814  70.787437 -0.39823386 -0.3247050047    0 1.814772e-03 0.196868032
1815  70.787437 -0.39823386 -0.3247050047    0 4.129099e-03 0.377532333
1816  70.787437 -0.39823386 -0.3247050047    0 1.190178e-03 0.287719816
1817  70.787437 -0.39823386 -0.3247050047    0 5.921377e-03 0.252892941
1818  70.787437 -0.39823386 -0.3247050047    0 0.000000e+00 0.041333437
1819  70.787437 -0.39823386 -0.3247050047    0 3.124112e-03 0.105713814
1820  70.787437 -0.39823386 -0.3247050047    0 7.631424e-03 0.673371196
1821  70.787437 -0.39823386 -0.3247050047    0 1.364107e-04 0.097981542
1822  70.787437 -0.39823386 -0.3247050047    0 4.828401e-03 0.252329409
1823  70.787437 -0.39823386 -0.3247050047    0 5.680205e-04 0.124529615
1824  70.787437 -0.39823386 -0.3247050047    0 8.520308e-04 0.093518063
1825  70.787437 -0.39823386 -0.3247050047    0 8.485487e-04 0.102017485
1826  70.787437 -0.39823386 -0.3247050047    0 1.522435e-03 0.119639069
1827  34.591599 -0.38016656 -0.0806770623    0 1.389451e-03 0.104095325
1828  34.591599 -0.38016656 -0.0806770623    0 2.052810e-03 0.326813787
1829  34.591599 -0.38016656 -0.0806770623    0 1.080364e-03 0.153926879
1830  34.591599 -0.38016656 -0.0806770623    0 8.520307e-04 0.502324164
1831 233.029984  2.77876711  0.3952803314    0 2.672369e-03 0.181867346
1832 233.029984  2.77876711  0.3952803314    0 0.000000e+00 0.184150636
1833 233.029984  2.77876711  0.3952803314    0 1.988071e-03 0.270846516
1834 233.029984  2.77876711  0.3952803314    0 0.000000e+00 0.242139623
1835  75.569687 -0.11501850 -0.0573879071    0 1.617886e-03 0.259771377
1836  75.569687 -0.11501850 -0.0573879071    0 1.282517e-03 0.444358885
1837  75.569687 -0.11501850 -0.0573879071    0 7.290562e-04 0.232585654
1838  75.569687 -0.11501850 -0.0573879071    0 5.304811e-05 0.024588747
1839  75.569687 -0.11501850 -0.0573879071    0 5.942073e-04 0.058819372
1840  75.569687 -0.11501850 -0.0573879071    0 0.000000e+00 0.219193622
1841  75.569687 -0.11501850 -0.0573879071    0 2.643513e-03 0.480268359
1842  75.569687 -0.11501850 -0.0573879071    0 5.484424e-04 0.049629625
1843  75.569687 -0.11501850 -0.0573879071    0 2.272083e-03 0.169311568
1844  75.569687 -0.11501850 -0.0573879071    0 1.513011e-03 0.081249766
1845  75.569687 -0.11501850 -0.0573879071    0 5.030727e-04 0.155554116
1846  75.569687 -0.11501850 -0.0573879071    0 2.293323e-03 0.232438520
1847  75.569687 -0.11501850 -0.0573879071    0 2.621517e-03 0.201041549
1848  75.569687 -0.11501850 -0.0573879071    0 5.704876e-04 0.215968952
1849  85.818695 -0.26318499 -0.0058473903    0 9.454851e-04 0.171793416
1850  85.818695 -0.26318499 -0.0058473903    0 0.000000e+00 0.011255191
1851  85.818695 -0.26318499 -0.0058473903    0 2.840102e-04 0.044574112
1852  85.818695 -0.26318499 -0.0058473903    0 8.520306e-04 0.244346529
1853  85.818695 -0.26318499 -0.0058473903    0 0.000000e+00 0.024306871
1854  85.818695 -0.26318499 -0.0058473903    0 0.000000e+00 0.015552116
1855  85.818695 -0.26318499 -0.0058473903    0 1.208434e-05 0.032078780
1856  85.818695 -0.26318499 -0.0058473903    0 0.000000e+00 0.036473002
1857  85.818695 -0.26318499 -0.0058473903    0 5.252150e-03 0.220143020
1858  85.818695 -0.26318499 -0.0058473903    0 5.674033e-03 0.285406113
1859  85.818695 -0.26318499 -0.0058473903    0 1.366134e-03 0.122582816
1860  85.818695 -0.26318499 -0.0058473903    0 0.000000e+00 0.071040079
1861  85.818695 -0.26318499 -0.0058473903    0 1.901597e-03 0.069207057
1862  85.818695 -0.26318499 -0.0058473903    0 2.878071e-03 0.484155208
1863  74.401588  0.05970931  0.0071286322    0 1.467941e-03 0.170420930
1864  74.401588  0.05970931  0.0071286322    0 4.105110e-03 0.173476234
1865  74.401588  0.05970931  0.0071286322    0 2.840102e-04 0.036258236
1866  74.401588  0.05970931  0.0071286322    0 3.072593e-03 0.146216020
1867  76.797134 -0.23900542 -0.1489479095    0 1.077036e-02 0.365420908
1868  76.797134 -0.23900542 -0.1489479095    0 6.954902e-04 0.103923738
1869  76.797134 -0.23900542 -0.1489479095    0 0.000000e+00 0.007570103
1870  76.797134 -0.23900542 -0.1489479095    0 0.000000e+00 0.053363122
1871 283.908325 -0.77310348 -0.8950563073    0 5.885562e-04 0.223922044
1872 283.908325 -0.77310348 -0.8950563073    0 2.126300e-04 0.077572703
1873 283.908325 -0.77310348 -0.8950563073    0 6.968479e-04 0.104693554
1874 283.908325 -0.77310348 -0.8950563073    0 8.486656e-04 0.079389319
1875 283.908325 -0.77310348 -0.8950563073    0 9.132246e-03 0.034469180
1876 283.908325 -0.77310348 -0.8950563073    0 6.492131e-04 0.262315243
1877 283.908325 -0.77310348 -0.8950563073    0 9.132246e-03 0.034469180
1878 283.908325 -0.77310348 -0.8950563073    0 5.680204e-04 0.110232845
1879 283.908325 -0.77310348 -0.8950563073    0 8.597922e-03 0.284973681
1880 283.908325 -0.77310348 -0.8950563073    0 7.494751e-03 0.030958824
1881 283.908325 -0.77310348 -0.8950563073    0 0.000000e+00 0.039515842
1882 283.908325 -0.77310348 -0.8950563073    0 2.388844e-04 0.050533898
1883 283.908325 -0.77310348 -0.8950563073    0 6.341239e-04 0.037618991
1884 283.908325 -0.77310348 -0.8950563073    0 1.149772e-03 0.025335055
1885 196.141983 -0.81271118 -0.4778036475    0 1.023340e-02 0.037329830
1886 196.141983 -0.81271118 -0.4778036475    0 1.107640e-02 0.056509893
1887 196.141983 -0.81271118 -0.4778036475    0 2.632253e-03 0.155537084
1888 196.141983 -0.81271118 -0.4778036475    0 9.111408e-04 0.106234238
1889 196.141983 -0.81271118 -0.4778036475    0 4.016639e-04 0.140036061
1890   3.627074 -0.06795946 -0.0089257685    0 3.832217e-04 0.121117488
1891   3.627074 -0.06795946 -0.0089257685    0 5.680205e-04 0.049867451
1892   3.627074 -0.06795946 -0.0089257685    0 0.000000e+00 0.015018112
1893   3.627074 -0.06795946 -0.0089257685    0 3.196357e-04 0.034637071
1894   3.971628 -0.21395993 -0.0984961167    0 8.520307e-04 0.055732645
1895   3.971628 -0.21395993 -0.0984961167    0 2.840102e-03 0.173756674
1896   3.971628 -0.21395993 -0.0984961167    0 2.091524e-03 0.126817048
1897   3.971628 -0.21395993 -0.0984961167    0 5.680204e-04 0.114443950
1898   3.949423 -0.28173152 -0.0481188223    0 7.920268e-04 0.115068153
1899 215.190079 -0.04432380  0.0164508205    0 8.520308e-04 0.037267607
1900 215.190079 -0.04432380  0.0164508205    0 7.305522e-04 0.041183669
1901 215.190079 -0.04432380  0.0164508205    0 1.460591e-03 0.080775261
1902 215.190079 -0.04432380  0.0164508205    0 1.420051e-03 0.076491900
1903 385.591675 -1.81366932 -1.4464401007    0 0.000000e+00 0.021323765
1904 385.591675 -1.81366932 -1.4464401007    0 0.000000e+00 0.031316958
1905 385.591675 -1.81366932 -1.4464401007    0 0.000000e+00 0.025184827
1906 385.591675 -1.81366932 -1.4464401007    0 9.981126e-04 0.089347422
1907 481.971680  1.31724787  0.0248075370    0 7.096054e-05 0.049710434
1908 481.971680  1.31724787  0.0248075370    0 7.546690e-04 0.057365034
1909 481.971680  1.31724787  0.0248075370    0 6.109826e-03 0.079856843
1910 481.971680  1.31724787  0.0248075370    0 2.840102e-04 0.166612655
1911 201.458237  1.08422482  0.0826868713    0 0.000000e+00 0.070882030
1912 201.458237  1.08422482  0.0826868713    0 2.181796e-03 0.140347630
1913 201.458237  1.08422482  0.0826868713    0 1.136041e-03 0.320296407
1914 201.458237  1.08422482  0.0826868713    0 0.000000e+00 0.003389221
1915   4.194217 -0.31238696 -0.6322597265    0 0.000000e+00 0.030829566
1916   4.194217 -0.31238696 -0.6322597265    0 1.984635e-03 0.064287387
1917   4.194217 -0.31238696 -0.6322597265    0 7.712496e-04 0.040673867
1918   4.194217 -0.31238696 -0.6322597265    0 3.512895e-03 0.124997757
1919   4.194217 -0.31238696 -0.6322597265    0 1.055998e-04 0.075038716
1920   4.194217 -0.31238696 -0.6322597265    0 0.000000e+00 0.030775702
1921   4.194217 -0.31238696 -0.6322597265    0 2.301206e-04 0.081693910
1922   4.194217 -0.31238696 -0.6322597265    0 1.214619e-03 0.060813602
1923   4.194217 -0.31238696 -0.6322597265    0 1.372618e-03 0.108251877
1924   4.194217 -0.31238696 -0.6322597265    0 0.000000e+00 0.058358505
1925   4.194217 -0.31238696 -0.6322597265    0 1.351617e-03 0.234623075
1926   4.194217 -0.31238696 -0.6322597265    0 0.000000e+00 0.037320733
1927   4.194217 -0.31238696 -0.6322597265    0 8.520306e-04 0.184283882
1928   4.194217 -0.31238696 -0.6322597265    0 0.000000e+00 0.068846501
1929   4.476467 -0.64206141 -0.3901958466    0 5.680204e-04 0.374396563
1930   4.476467 -0.64206141 -0.3901958466    0 1.578279e-03 0.211266205
1931   4.476467 -0.64206141 -0.3901958466    0 2.840102e-04 0.129870310
1932   4.476467 -0.64206141 -0.3901958466    0 8.520350e-04 0.220048681
1933   4.476467 -0.64206141 -0.3901958466    0 1.988071e-03 0.208376527
1934   4.476467 -0.64206141 -0.3901958466    0 5.127940e-04 0.124476999
1935   4.476467 -0.64206141 -0.3901958466    0 8.766227e-04 0.204539061
1936   4.476467 -0.64206141 -0.3901958466    0 4.652608e-03 0.246514529
1937   4.476467 -0.64206141 -0.3901958466    0 2.898728e-04 0.075990096
1938   4.476467 -0.64206141 -0.3901958466    0 4.154508e-04 0.102233745
1939   4.476467 -0.64206141 -0.3901958466    0 2.735827e-05 0.086232744
1940   4.476467 -0.64206141 -0.3901958466    0 8.351082e-04 0.059221845
1941   4.476467 -0.64206141 -0.3901958466    0 2.140908e-06 0.114098519
1942   4.476467 -0.64206141 -0.3901958466    0 1.136041e-03 0.126967892
1943  42.674988  0.69708818 -0.0378147028    0 6.094939e-04 0.082019970
1944  42.674988  0.69708818 -0.0378147028    0 4.382800e-04 0.178320438
1945  42.674988  0.69708818 -0.0378147028    0 0.000000e+00 0.121645518
1946  42.674988  0.69708818 -0.0378147028    0 0.000000e+00 0.094369315
1947  42.674988  0.69708818 -0.0378147028    0 3.798431e-03 0.175702959
1948  42.674988  0.69708818 -0.0378147028    0 1.743535e-03 0.126103982
1949  42.674988  0.69708818 -0.0378147028    0 2.487741e-03 0.145315766
1950  42.674988  0.69708818 -0.0378147028    0 2.535414e-03 0.178044945
1951  42.674988  0.69708818 -0.0378147028    0 1.333554e-03 0.340706497
1952  42.674988  0.69708818 -0.0378147028    0 2.111249e-03 0.428066373
1953  42.674988  0.69708818 -0.0378147028    0 9.831794e-04 0.189045608
1954  42.674988  0.69708818 -0.0378147028    0 1.412044e-03 0.120359130
1955  42.674988  0.69708818 -0.0378147028    0 1.194189e-03 0.291381866
1956  42.674988  0.69708818 -0.0378147028    0 4.747863e-04 0.290469438
1957  87.031235 -0.36659575  0.4593760967    0 5.845487e-05 0.055944011
1958  87.031235 -0.36659575  0.4593760967    0 5.680204e-04 0.170146897
1959  87.031235 -0.36659575  0.4593760967    0 3.441077e-03 0.221216902
1960  87.031235 -0.36659575  0.4593760967    0 3.277933e-03 0.246841729
1961  10.447172 -0.40457523 -0.6253467202    0 1.756234e-03 0.104273230
1962  10.447172 -0.40457523 -0.6253467202    0 3.527173e-04 0.041793093
1963  10.447172 -0.40457523 -0.6253467202    0 5.098901e-04 0.046239153
1964  10.447172 -0.40457523 -0.6253467202    0 1.882883e-03 0.173705772
1965  10.447172 -0.40457523 -0.6253467202    0 1.524653e-03 0.260214120
1966  10.447172 -0.40457523 -0.6253467202    0 0.000000e+00 0.180722430
1967  10.447172 -0.40457523 -0.6253467202    0 6.140214e-04 0.328352988
1968  10.447172 -0.40457523 -0.6253467202    0 2.496312e-03 0.092716597
1969  10.447172 -0.40457523 -0.6253467202    0 1.210648e-03 0.142190769
1970  10.447172 -0.40457523 -0.6253467202    0 1.396532e-03 0.260540456
1971   9.447874 -0.45632941 -0.3045875132    0 8.904114e-04 0.258821130
1972   9.447874 -0.45632941 -0.3045875132    0 8.621657e-03 0.248146906
1973   9.447874 -0.45632941 -0.3045875132    0 2.840102e-04 0.153034791
1974   9.447874 -0.45632941 -0.3045875132    0 1.227188e-03 0.360997170
1975   9.447874 -0.45632941 -0.3045875132    0 1.235734e-03 0.217717007
1976   7.833659 -0.13355066 -0.1853272617    0 1.496178e-03 0.102569096
1977   7.833659 -0.13355066 -0.1853272617    0 1.963740e-03 0.135215700
1978   7.833659 -0.13355066 -0.1853272617    0 5.579771e-03 0.285094053
1979   7.833659 -0.13355066 -0.1853272617    0 2.757393e-03 0.194634899
1980   7.833659 -0.13355066 -0.1853272617    0 5.011328e-03 0.532222748
1981   7.833659 -0.13355066 -0.1853272617    0 3.033286e-05 0.181672409
1982   7.833659 -0.13355066 -0.1853272617    0 7.909521e-04 0.263953358
1983   7.833659 -0.13355066 -0.1853272617    0 2.723725e-03 0.291064054
1984   7.833659 -0.13355066 -0.1853272617    0 3.332249e-04 0.233105198
1985   7.833659 -0.13355066 -0.1853272617    0 6.359246e-03 0.399105936
1986   7.833659 -0.13355066 -0.1853272617    0 1.597875e-03 0.281517118
1987   7.833659 -0.13355066 -0.1853272617    0 1.420051e-03 0.053584244
1988   7.833659 -0.13355066 -0.1853272617    0 1.843382e-03 0.138309643
1989   7.833659 -0.13355066 -0.1853272617    0 1.348881e-03 0.230664268
1990  16.233660 -0.52589154 -0.3828965425    0 4.151462e-04 0.108236022
1991  16.233660 -0.52589154 -0.3828965425    0 4.430002e-03 0.324051619
1992  16.233660 -0.52589154 -0.3828965425    0 4.264755e-03 0.105908208
1993  16.233660 -0.52589154 -0.3828965425    0 2.840103e-04 0.285327226
1994  16.233660 -0.52589154 -0.3828965425    0 5.680204e-04 0.446740478
1995  16.233660 -0.52589154 -0.3828965425    0 1.704062e-03 0.202599570
1996  16.233660 -0.52589154 -0.3828965425    0 4.679877e-04 0.224803492
1997  16.233660 -0.52589154 -0.3828965425    0 4.073143e-03 0.224095181
1998  16.233660 -0.52589154 -0.3828965425    0 3.597718e-04 0.515750825
1999  16.233660 -0.52589154 -0.3828965425    0 2.280038e-03 0.264282346
2000  16.233660 -0.52589154 -0.3828965425    0 4.703644e-04 0.458851367
2001  16.233660 -0.52589154 -0.3828965425    0 2.840102e-04 0.091153011
2002  16.233660 -0.52589154 -0.3828965425    0 8.836381e-04 0.125365704
2003  16.233660 -0.52589154 -0.3828965425    0 3.992058e-04 0.384313464
2004  20.140232 -1.01230872 -0.0080031790    0 5.680205e-04 0.020694949
2005  20.140232 -1.01230872 -0.0080031790    0 0.000000e+00 0.012373953
2006  20.140232 -1.01230872 -0.0080031790    0 1.590973e-03 0.061417051
2007  20.140232 -1.01230872 -0.0080031790    0 0.000000e+00 0.018903773
2008  20.140232 -1.01230872 -0.0080031790    0 9.665885e-06 0.033884808
2009  20.140232 -1.01230872 -0.0080031790    0 1.991959e-03 0.053897087
2010  20.140232 -1.01230872 -0.0080031790    0 1.004920e-03 0.063786633
2011  20.140232 -1.01230872 -0.0080031790    0 1.732993e-03 0.051386941
2012  20.140232 -1.01230872 -0.0080031790    0 4.137215e-03 0.100391150
2013  20.140232 -1.01230872 -0.0080031790    0 8.586354e-04 0.090247191
2014  20.140232 -1.01230872 -0.0080031790    0 5.511591e-04 0.019182760
2015  20.140232 -1.01230872 -0.0080031790    0 0.000000e+00 0.473259687
2016  20.140232 -1.01230872 -0.0080031790    0 1.466053e-03 0.041881427
2017  20.140232 -1.01230872 -0.0080031790    0 0.000000e+00 0.015338366
2018   3.290872 -0.58955306 -0.5273895860    0 1.058910e-03 0.067261681
2019   3.290872 -0.58955306 -0.5273895860    0 3.408123e-03 0.213262334
2020   3.290872 -0.58955306 -0.5273895860    0 6.906004e-04 0.029292364
2021   2.256058  0.03941344 -0.0636076331    0 8.710035e-04 0.031130414
2022   2.443560 -0.17923662 -0.3895036876    0 1.381705e-03 0.082082979
2023  28.769596 -1.00765240 -0.3981829286    0 1.143479e-03 0.040265795
2024  28.769596 -1.00765240 -0.3981829286    0 1.136041e-03 0.043754600
2025  28.769596 -1.00765240 -0.3981829286    0 1.657571e-03 0.042945113
2026  28.769596 -1.00765240 -0.3981829286    0 0.000000e+00 0.025735362
2027  28.769596 -1.00765240 -0.3981829286    0 1.541233e-03 0.077698499
2028  28.769596 -1.00765240 -0.3981829286    0 4.331735e-04 0.038857646
2029  28.769596 -1.00765240 -0.3981829286    0 1.706084e-03 0.113974772
2030  28.769596 -1.00765240 -0.3981829286    0 9.598382e-04 0.059637249
2031  28.769596 -1.00765240 -0.3981829286    0 1.544580e-03 0.079897352
2032   7.844519 -0.80059487 -0.4765283167    0 1.433500e-03 0.077987805
2033   7.844519 -0.80059487 -0.4765283167    0 2.659845e-03 0.067244589
2034   7.844519 -0.80059487 -0.4765283167    0 1.254751e-03 0.094534121
2035   7.844519 -0.80059487 -0.4765283167    0 1.032196e-03 0.050967824
2036   7.844519 -0.80059487 -0.4765283167    0 4.225908e-03 0.103281386
2037   7.844519 -0.80059487 -0.4765283167    0 4.746130e-03 0.156303599
2038   9.347455 -0.17828754 -0.0694172829    0 3.469925e-03 0.129446119
2039   9.347455 -0.17828754 -0.0694172829    0 3.229323e-04 0.054661460
2040   9.347455 -0.17828754 -0.0694172829    0 5.680204e-04 0.068440422
2041   9.347455 -0.17828754 -0.0694172829    0 8.305738e-04 0.081107475
2042   2.758244  0.05681833  0.0075736186    0 1.420051e-03 0.085179098
2043   2.758244  0.05681833  0.0075736186    0 1.351556e-03 0.115941711
2044   2.758244  0.05681833  0.0075736186    0 2.540415e-03 0.194824487
2045   3.233558 -0.23694701 -0.1919385791    0 1.172535e-03 0.129426837
2046  90.589966 -0.69658458 -0.0889880806    0 3.678197e-03 0.141464740
2047  90.589966 -0.69658458 -0.0889880806    0 2.671888e-03 0.106050566
2048  90.589966 -0.69658458 -0.0889880806    0 2.476384e-03 0.116422057
2049  90.589966 -0.69658458 -0.0889880806    0 4.596536e-03 0.400070876
2050  90.589966 -0.69658458 -0.0889880806    0 2.688033e-03 0.098240562
2051  90.589966 -0.69658458 -0.0889880806    0 2.840102e-04 0.060139012
2052  90.589966 -0.69658458 -0.0889880806    0 1.406872e-03 0.129124224
2053  90.589966 -0.69658458 -0.0889880806    0 8.265940e-03 0.090809792
2054  90.589966 -0.69658458 -0.0889880806    0 4.954602e-03 0.060816586
2055  90.589966 -0.69658458 -0.0889880806    0 6.096476e-04 0.263112545
2056  90.589966 -0.69658458 -0.0889880806    0 4.038680e-03 0.553130627
2057  90.589966 -0.69658458 -0.0889880806    0 3.151654e-03 0.080426283
2058  90.589966 -0.69658458 -0.0889880806    0 1.951537e-03 0.103916191
2059  90.589966 -0.69658458 -0.0889880806    0 2.350826e-03 0.083292648
2060  26.701004 -0.25635698 -0.2634579837    0 3.279976e-03 0.214914843
2061  26.701004 -0.25635698 -0.2634579837    0 1.378494e-03 0.304164886
2062  26.701004 -0.25635698 -0.2634579837    0 2.073281e-03 0.147297397
2063  26.701004 -0.25635698 -0.2634579837    0 2.863908e-03 0.592050850
2064  26.701004 -0.25635698 -0.2634579837    0 0.000000e+00 0.051435731
2065  26.701004 -0.25635698 -0.2634579837    0 2.840103e-04 0.065802768
2066  26.701004 -0.25635698 -0.2634579837    0 9.282748e-04 0.100309327
2067  26.701004 -0.25635698 -0.2634579837    0 7.281679e-04 0.075049967
2068  26.701004 -0.25635698 -0.2634579837    0 1.732257e-03 0.131611392
2069  26.701004 -0.25635698 -0.2634579837    0 2.435335e-03 0.336517632
2070  26.701004 -0.25635698 -0.2634579837    0 2.840102e-04 0.155049205
2071  26.701004 -0.25635698 -0.2634579837    0 2.840102e-04 0.094103090
2072  26.701004 -0.25635698 -0.2634579837    0 3.318720e-03 0.152817145
2073  26.701004 -0.25635698 -0.2634579837    0 2.840102e-04 0.040907066
2074   7.772502 -0.33172199 -0.4593282044    0 2.098911e-02 0.066097587
2075   7.772502 -0.33172199 -0.4593282044    0 6.757075e-03 0.089063898
2076   7.772502 -0.33172199 -0.4593282044    0 6.525008e-03 0.121097460
2077   7.772502 -0.33172199 -0.4593282044    0 5.878574e-03 0.144797221
2078   2.145611 -0.35664380 -0.4965117574    0 6.271625e-03 0.119979113
2079   2.145611 -0.35664380 -0.4965117574    0 5.433522e-03 0.429426819
2080   2.145611 -0.35664380 -0.4965117574    0 1.321906e-02 0.110303886
2081   2.145611 -0.35664380 -0.4965117574    0 2.698954e-03 0.035078052
2082   2.145611 -0.35664380 -0.4965117574    0 4.295260e-03 0.085331216
2083   2.145611 -0.35664380 -0.4965117574    0 4.262930e-03 0.625491083
2084   2.145611 -0.35664380 -0.4965117574    0 9.875978e-03 0.290871084
2085   2.145611 -0.35664380 -0.4965117574    0 6.860498e-03 0.141689822
2086   2.145611 -0.35664380 -0.4965117574    0 9.551367e-04 0.023930036
2087   2.145611 -0.35664380 -0.4965117574    0 7.411595e-03 0.527011156
2088   2.145611 -0.35664380 -0.4965117574    0 3.995744e-03 0.185923353
2089   2.145611 -0.35664380 -0.4965117574    0 2.023016e-03 0.072313674
2090   2.145611 -0.35664380 -0.4965117574    0 1.851458e-05 0.045963384
2091   2.145611 -0.35664380 -0.4965117574    0 1.026150e-02 0.044528365
2092   5.252377  0.17045966  0.0062196986    0 2.688641e-02 0.085151188
2093   5.252377  0.17045966  0.0062196986    0 1.647134e-02 0.059178967
2094   5.252377  0.17045966  0.0062196986    0 0.000000e+00 0.017152458
2095   5.252377  0.17045966  0.0062196986    0 0.000000e+00 0.041984558
2096   5.252377  0.17045966  0.0062196986    0 4.255971e-04 0.085738271
2097   5.252377  0.17045966  0.0062196986    0 3.366423e-03 0.200665772
2098   5.252377  0.17045966  0.0062196986    0 0.000000e+00 0.053676639
2099   5.252377  0.17045966  0.0062196986    0 0.000000e+00 0.004431779
2100   5.252377  0.17045966  0.0062196986    0 3.576447e-04 0.077079289
2101   5.252377  0.17045966  0.0062196986    0 3.192184e-03 0.149264321
2102   3.094433  0.13438255  0.0024948725    0 8.520307e-04 0.090704404
2103   3.094433  0.13438255  0.0024948725    0 8.558438e-04 0.042621478
2104   3.094433  0.13438255  0.0024948725    0 4.456048e-05 0.039215207
2105   3.094433  0.13438255  0.0024948725    0 2.049760e-03 0.132703155
2106   3.094433  0.13438255  0.0024948725    0 3.236601e-03 0.267495126
2107   3.086482 -0.08764043 -0.0497875884    0 3.273393e-05 0.058935702
2108   3.086482 -0.08764043 -0.0497875884    0 3.949880e-03 0.082976662
2109   3.086482 -0.08764043 -0.0497875884    0 2.720967e-03 0.146077648
2110   3.086482 -0.08764043 -0.0497875884    0 8.342398e-05 0.019119222
2111   3.086482 -0.08764043 -0.0497875884    0 2.996814e-03 0.452801526
2112   3.086482 -0.08764043 -0.0497875884    0 2.956846e-03 0.061257683
2113   3.086482 -0.08764043 -0.0497875884    0 1.617170e-03 0.117705546
2114   3.086482 -0.08764043 -0.0497875884    0 2.840102e-04 0.110153437
2115   3.086482 -0.08764043 -0.0497875884    0 0.000000e+00 0.091962613
2116   3.086482 -0.08764043 -0.0497875884    0 0.000000e+00 0.023263467
2117   2.288676  0.01374526  0.0052231364    0 3.796101e-04 0.128709853
2118   2.288676  0.01374526  0.0052231364    0 3.449064e-04 0.084167629
2119   2.288676  0.01374526  0.0052231364    0 1.224915e-03 0.177630365
2120   2.288676  0.01374526  0.0052231364    0 1.346655e-03 0.156118855
2121   2.288676  0.01374526  0.0052231364    0 4.549125e-04 0.175548881
2122   1.658802 -0.10230069 -0.0003979685    0 4.176904e-03 0.192367524
2123   1.658802 -0.10230069 -0.0003979685    0 1.805868e-03 0.386439562
2124   1.658802 -0.10230069 -0.0003979685    0 4.371139e-03 0.691293180
2125   1.658802 -0.10230069 -0.0003979685    0 0.000000e+00 0.053390380
2126   6.945063 -0.17036559 -0.1369512975    0 2.614394e-03 0.204168975
2127   6.945063 -0.17036559 -0.1369512975    0 3.795740e-04 0.073071972
2128   6.945063 -0.17036559 -0.1369512975    0 3.700246e-04 0.252945930
2129   6.945063 -0.17036559 -0.1369512975    0 1.420051e-03 0.211422458
2130   6.945063 -0.17036559 -0.1369512975    0 0.000000e+00 0.037961669
2131   6.945063 -0.17036559 -0.1369512975    0 0.000000e+00 0.006647812
2132   6.945063 -0.17036559 -0.1369512975    0 3.048865e-03 0.218183950
2133   6.945063 -0.17036559 -0.1369512975    0 0.000000e+00 0.111561924
2134   9.349138 -0.31266820 -0.4092503190    0 2.148436e-03 0.240692705
2135   9.349138 -0.31266820 -0.4092503190    0 3.783455e-05 0.061077457
2136   9.349138 -0.31266820 -0.4092503190    0 2.716783e-07 0.203594759
2137   9.349138 -0.31266820 -0.4092503190    0 6.496248e-04 0.079262041
2138   9.349138 -0.31266820 -0.4092503190    0 0.000000e+00 0.204652369
2139   9.349138 -0.31266820 -0.4092503190    0 3.466343e-04 0.060811158
2140   9.349138 -0.31266820 -0.4092503190    0 2.595405e-04 0.022134516
2141  25.736607 -0.59369481 -0.3167895079    0 1.163248e-03 0.164724112
2142  25.736607 -0.59369481 -0.3167895079    0 2.736709e-03 0.330614865
2143  25.736607 -0.59369481 -0.3167895079    0 3.007380e-03 0.317910254
2144  25.736607 -0.59369481 -0.3167895079    0 5.413736e-05 0.289682269
2145  25.736607 -0.59369481 -0.3167895079    0 5.078541e-03 0.246651158
2146  30.438066 -0.67741281 -0.3167895079    0 0.000000e+00 0.032209571
2147  30.438066 -0.67741281 -0.3167895079    0 3.124112e-03 0.109274991
2148  30.438066 -0.67741281 -0.3167895079    0 7.631424e-03 0.674878478
2149  30.438066 -0.67741281 -0.3167895079    0 0.000000e+00 0.068228148
2150  30.438066 -0.67741281 -0.3167895079    0 4.980586e-03 0.245397508
2151  30.438066 -0.67741281 -0.3167895079    0 4.520274e-04 0.295236856
2152  30.438066 -0.67741281 -0.3167895079    0 1.420051e-03 0.158227012
2153  30.438066 -0.67741281 -0.3167895079    0 5.680205e-04 0.125328854
2154  30.438066 -0.67741281 -0.3167895079    0 8.520308e-04 0.092202559
2155  30.438066 -0.67741281 -0.3167895079    0 8.485487e-04 0.084600404
2156  61.194958 -0.50724256 -0.3353131115    0 1.522435e-03 0.108898155
2157  61.194958 -0.50724256 -0.3353131115    0 1.389451e-03 0.106245257
2158  61.194958 -0.50724256 -0.3353131115    0 1.768799e-03 0.322907031
2159  61.194958 -0.50724256 -0.3353131115    0 1.080364e-03 0.152011916
2160  61.194958 -0.50724256 -0.3353131115    0 2.028308e-03 0.496759832
2161  61.194958 -0.50724256 -0.3353131115    0 2.388358e-03 0.182169899
2162  61.194958 -0.50724256 -0.3353131115    0 0.000000e+00 0.184178859
2163  61.194958 -0.50724256 -0.3353131115    0 1.988071e-03 0.250504553
2164  61.194958 -0.50724256 -0.3353131115    0 6.361948e-04 0.235623986
2165  61.194958 -0.50724256 -0.3353131115    0 1.617886e-03 0.262654841
2166  61.194958 -0.50724256 -0.3353131115    0 9.985066e-04 0.431009531
2167  61.194958 -0.50724256 -0.3353131115    0 1.256041e-03 0.208178744
2168  61.194958 -0.50724256 -0.3353131115    0 2.840102e-04 0.175249964
2169  61.194958 -0.50724256 -0.3353131115    0 5.304811e-05 0.023307350
2170  12.718835 -0.99467504 -0.3901958466    0 1.437430e-03 0.054153416
2171  12.718835 -0.99467504 -0.3901958466    0 0.000000e+00 0.216355041
2172  12.718835 -0.99467504 -0.3901958466    0 2.409311e-03 0.471661061
2173  12.718835 -0.99467504 -0.3901958466    0 5.484424e-04 0.046824105
2174  12.718835 -0.99467504 -0.3901958466    0 2.556093e-03 0.163472518
2175  12.718835 -0.99467504 -0.3901958466    0 1.513011e-03 0.083709903
2176  12.718835 -0.99467504 -0.3901958466    0 2.533949e-03 0.117042817
2177  12.718835 -0.99467504 -0.3901958466    0 5.030727e-04 0.154770762
2178  12.718835 -0.99467504 -0.3901958466    0 2.293323e-03 0.238619432
2179  12.718835 -0.99467504 -0.3901958466    0 2.961397e-03 0.194012657
2180  12.718835 -0.99467504 -0.3901958466    0 5.704876e-04 0.202210546
2181  12.718835 -0.99467504 -0.3901958466    0 9.454851e-04 0.167203575
2182  12.718835 -0.99467504 -0.3901958466    0 0.000000e+00 0.012300877
2183  20.176004 -1.01530802 -0.6282174587    0 2.840102e-04 0.041828074
2184  20.176004 -1.01530802 -0.6282174587    0 8.520306e-04 0.230079621
2185  20.176004 -1.01530802 -0.6282174587    0 0.000000e+00 0.023591874
2186  20.176004 -1.01530802 -0.6282174587    0 0.000000e+00 0.017464478
2187  20.176004 -1.01530802 -0.6282174587    0 1.208434e-05 0.028870357
2188  20.176004 -1.01530802 -0.6282174587    0 0.000000e+00 0.034185309
2189  20.176004 -1.01530802 -0.6282174587    0 5.536160e-03 0.208168879
2190  20.176004 -1.01530802 -0.6282174587    0 7.082400e-03 0.139732853
2191  20.176004 -1.01530802 -0.6282174587    0 5.106013e-03 0.269218683
2192  20.176004 -1.01530802 -0.6282174587    0 1.366134e-03 0.121471599
2193  20.176004 -1.01530802 -0.6282174587    0 0.000000e+00 0.064603716
2194  20.176004 -1.01530802 -0.6282174587    0 1.901597e-03 0.073203288
2195  20.176004 -1.01530802 -0.6282174587    0 2.607254e-03 0.472435415
2196  20.176004 -1.01530802 -0.6282174587    0 1.467941e-03 0.172685415
2197  26.610336 -0.57077986 -0.3699372709    0 4.071640e-03 0.169634849
2198  26.610336 -0.57077986 -0.3699372709    0 2.840102e-04 0.033529624
2199  26.610336 -0.57077986 -0.3699372709    0 2.788583e-03 0.152784213
2200  26.610336 -0.57077986 -0.3699372709    0 8.966343e-03 0.380387306
2201  48.807541 -0.88382417 -0.4394380152    0 6.954902e-04 0.081773296
2202  48.807541 -0.88382417 -0.4394380152    0 0.000000e+00 0.005577927
2203  48.807541 -0.88382417 -0.4394380152    0 0.000000e+00 0.057182755
2204  48.807541 -0.88382417 -0.4394380152    0 5.885562e-04 0.219013289
2205  48.807541 -0.88382417 -0.4394380152    0 2.126300e-04 0.071366176
2206  48.807541 -0.88382417 -0.4394380152    0 6.968479e-04 0.111407503
2207  48.807541 -0.88382417 -0.4394380152    0 8.520307e-04 0.087088391
2208  48.807541 -0.88382417 -0.4394380152    0 8.243443e-03 0.035581499
2209   6.507181 -0.22748551 -0.3921206892    0 1.759006e-03 0.288129807
2210   6.507181 -0.22748551 -0.3921206892    0 8.243443e-03 0.035581499
2211   6.507181 -0.22748551 -0.3921206892    0 5.680204e-04 0.114443950
2212   6.507181 -0.22748551 -0.3921206892    0 8.313912e-03 0.284259617
2213   6.507181 -0.22748551 -0.3921206892    0 8.614763e-03 0.032237682
2214   6.507181 -0.22748551 -0.3921206892    0 0.000000e+00 0.036540911
2215   6.507181 -0.22748551 -0.3921206892    0 5.228946e-04 0.045585535
2216  42.510647 -1.14404070 -1.7145010233    0 6.341239e-04 0.031270895
2217  42.510647 -1.14404070 -1.7145010233    0 1.149772e-03 0.029416969
2218  42.510647 -1.14404070 -1.7145010233    0 1.023340e-02 0.039383717
2219  42.510647 -1.14404070 -1.7145010233    0 1.107640e-02 0.062389854
2220  42.510647 -1.14404070 -1.7145010233    0 2.812051e-03 0.168435141
2221  54.073471 -1.73043931 -1.7145010233    0 9.111408e-04 0.110148296
2222  54.073471 -1.73043931 -1.7145010233    0 4.016639e-04 0.151527867
2223  54.073471 -1.73043931 -1.7145010233    0 3.832217e-04 0.129355997
2224  54.073471 -1.73043931 -1.7145010233    0 5.680205e-04 0.047923978
2225  54.073471 -1.73043931 -1.7145010233    0 0.000000e+00 0.023237724
2226  54.073471 -1.73043931 -1.7145010233    0 3.196357e-04 0.039383214
2227  54.073471 -1.73043931 -1.7145010233    0 2.840102e-04 0.056658000
2228  54.073471 -1.73043931 -1.7145010233    0 2.840102e-03 0.179174498
2229   3.086592 -0.57808083 -0.3088885844    0 2.841244e-04 0.103367306
2230   3.086592 -0.57808083 -0.3088885844    0 2.091524e-03 0.131204277
2231   3.086592 -0.57808083 -0.3088885844    0 5.680204e-04 0.117429160
2232   3.086592 -0.57808083 -0.3088885844    0 7.920268e-04 0.106601357
2233   3.086592 -0.57808083 -0.3088885844    0 8.520308e-04 0.038236633
2234   3.086592 -0.57808083 -0.3088885844    0 7.305522e-04 0.045364872
2235  43.438492 -0.82228845 -0.6174179912    0 1.744601e-03 0.081271544
2236  43.438492 -0.82228845 -0.6174179912    0 8.520307e-04 0.071688004
2237  43.438492 -0.82228845 -0.6174179912    0 1.345569e-03 0.230344355
2238  43.438492 -0.82228845 -0.6174179912    0 0.000000e+00 0.027764667
2239  43.438492 -0.82228845 -0.6174179912    0 0.000000e+00 0.033499643
2240  14.951278 -1.51975811 -0.2053500414    0 0.000000e+00 0.026433229
2241  14.951278 -1.51975811 -0.2053500414    0 9.981126e-04 0.091329403
2242  14.951278 -1.51975811 -0.2053500414    0 7.096054e-05 0.059607062
2243  14.951278 -1.51975811 -0.2053500414    0 7.546690e-04 0.058379754
2244  14.951278 -1.51975811 -0.2053500414    0 6.109826e-03 0.081733704
2245   1.755067  0.09970634 -0.0493767485    0 2.840102e-04 0.167769060
2246   1.755067  0.09970634 -0.0493767485    0 0.000000e+00 0.072097152
2247   1.755067  0.09970634 -0.0493767485    0 2.465806e-03 0.150534108
2248   1.755067  0.09970634 -0.0493767485    0 1.136041e-03 0.330952466
2249   1.755067  0.09970634 -0.0493767485    0 0.000000e+00 0.002286835
2250   2.928746  0.12191764 -0.0506782196    0 0.000000e+00 0.037221640
2251   2.928746  0.12191764 -0.0506782196    0 2.536782e-03 0.066182271
2252   2.928746  0.12191764 -0.0506782196    0 3.512895e-03 0.128743261
2253   2.928746  0.12191764 -0.0506782196    0 0.000000e+00 0.032542128
2254   2.928746  0.12191764 -0.0506782196    0 2.301206e-04 0.092208453
2255 190.735779  0.89212972  0.1900872737    0 1.214619e-03 0.072039574
2256 190.735779  0.89212972  0.1900872737    0 1.372618e-03 0.114025228
2257 190.735779  0.89212972  0.1900872737    0 0.000000e+00 0.067592032
2258 190.735779  0.89212972  0.1900872737    0 2.732394e-03 0.237384140
2259   2.928746  0.12191764 -0.0506782196    0 1.033510e-04 0.044654179
2260   2.928746  0.12191764 -0.0506782196    0 8.520306e-04 0.201545000
2261   2.928746  0.12191764 -0.0506782196    0 0.000000e+00 0.075292662
2262   2.928746  0.12191764 -0.0506782196    0 5.680204e-04 0.372524917
2263   1.755067  0.09970634 -0.0493767485    0 1.294268e-03 0.210201055
2264   1.755067  0.09970634 -0.0493767485    0 2.840102e-04 0.139663339
2265   1.755067  0.09970634 -0.0493767485    0 8.520350e-04 0.224075109
2266   1.755067  0.09970634 -0.0493767485    0 1.988071e-03 0.214267105
2267   1.755067  0.09970634 -0.0493767485    0 5.127940e-04 0.119338349
2268  27.222366 -0.18644112 -0.1631359309    0 1.129393e-03 0.204593554
2269  27.222366 -0.18644112 -0.1631359309    0 4.368597e-03 0.241613671
2270  27.222366 -0.18644112 -0.1631359309    0 2.898728e-04 0.070531674
2271  27.222366 -0.18644112 -0.1631359309    0 4.611362e-04 0.092235789
2272  27.222366 -0.18644112 -0.1631359309    0 2.735827e-05 0.091181956
            lc_20        lc_51        lc_52        lc_61        lc_62
1    2.078454e-03 2.840102e-04 0.000000e+00 5.651966e-03 1.144273e-02
2    1.784816e-03 2.840102e-04 0.000000e+00 6.368448e-03 8.680250e-03
3    3.533900e-04 4.115479e-04 0.000000e+00 3.228025e-03 3.859858e-03
4    8.143591e-04 9.960532e-05 0.000000e+00 3.957031e-03 1.932191e-02
5    1.563991e-03 2.840102e-04 0.000000e+00 4.250881e-03 2.446516e-02
6    2.674395e-03 1.333279e-02 0.000000e+00 1.227210e-02 1.806939e-01
7    2.272082e-03 6.916776e-04 0.000000e+00 6.277237e-03 5.797880e-02
8    4.425795e-03 0.000000e+00 0.000000e+00 6.974060e-04 0.000000e+00
9    3.173938e-03 0.000000e+00 1.966144e-04 2.739173e-03 6.877893e-04
10   1.140152e-03 3.936738e-03 0.000000e+00 1.983289e-03 2.156027e-01
11   8.520307e-04 0.000000e+00 0.000000e+00 5.680204e-04 1.632794e-03
12   5.249626e-04 0.000000e+00 0.000000e+00 1.411329e-03 2.584876e-04
13   3.397632e-06 0.000000e+00 0.000000e+00 1.413278e-03 5.623069e-03
14   2.578180e-03 1.376065e-03 0.000000e+00 1.705218e-03 1.337547e-02
15   2.277555e-03 5.133076e-03 0.000000e+00 1.316982e-02 9.147115e-02
16   3.808054e-04 4.061877e-02 0.000000e+00 1.574213e-02 1.991691e-01
17   2.548807e-03 1.585253e-02 0.000000e+00 9.877716e-03 3.535479e-01
18   1.079077e-03 3.408123e-03 0.000000e+00 1.543877e-03 1.553809e-02
19   1.575528e-03 3.921737e-03 0.000000e+00 1.903837e-03 1.156061e-02
20   3.299145e-03 9.390763e-03 0.000000e+00 2.208253e-03 2.986541e-02
21   1.136041e-03 0.000000e+00 0.000000e+00 5.680204e-04 3.138017e-03
22   1.057739e-03 0.000000e+00 0.000000e+00 3.545627e-03 5.309638e-03
23   0.000000e+00 0.000000e+00 0.000000e+00 1.721999e-05 2.944052e-03
24   5.779080e-04 1.013499e-02 0.000000e+00 2.001452e-03 8.365741e-02
25   6.769631e-04 2.064438e-03 0.000000e+00 1.984389e-03 1.592191e-02
26   1.368459e-03 6.850299e-04 0.000000e+00 9.607733e-03 2.743251e-02
27   4.572819e-03 1.528333e-03 0.000000e+00 1.394884e-02 1.299757e-02
28   1.403142e-03 1.448062e-04 0.000000e+00 1.809666e-02 1.180085e-02
29   1.133935e-03 5.837302e-03 0.000000e+00 6.978491e-03 1.599052e-01
30   4.177129e-03 2.840102e-04 0.000000e+00 3.580675e-03 4.421350e-03
31   1.858526e-04 0.000000e+00 0.000000e+00 3.998858e-04 4.125147e-05
32   1.136041e-03 0.000000e+00 0.000000e+00 3.614784e-03 1.558286e-03
33   1.988071e-03 1.920840e-02 0.000000e+00 1.824671e-03 2.280853e-01
34   1.005889e-04 2.046160e-02 0.000000e+00 2.337928e-03 4.173533e-02
35   7.771082e-04 2.302018e-07 0.000000e+00 1.729834e-02 1.362485e-02
36   2.025565e-03 4.024948e-05 0.000000e+00 1.218438e-02 2.137015e-02
37   2.911943e-03 4.233412e-04 0.000000e+00 5.902140e-03 1.603478e-02
38   2.840102e-04 6.882121e-03 0.000000e+00 1.510645e-02 5.684177e-02
39   9.071495e-04 0.000000e+00 0.000000e+00 5.680204e-04 0.000000e+00
40   2.114195e-03 1.806268e-03 0.000000e+00 8.904353e-04 6.399979e-03
41   4.807765e-03 0.000000e+00 0.000000e+00 8.520307e-04 2.880328e-03
42   4.896599e-03 0.000000e+00 0.000000e+00 4.876640e-03 4.447572e-03
43   3.210143e-03 0.000000e+00 0.000000e+00 9.695897e-04 7.033585e-04
44   5.460460e-02 0.000000e+00 0.000000e+00 8.521433e-04 2.370710e-04
45   2.562936e-03 8.057076e-04 0.000000e+00 2.040313e-03 5.676508e-02
46   8.361197e-03 6.472275e-03 0.000000e+00 1.381772e-02 4.484822e-02
47   4.081517e-03 6.281283e-03 0.000000e+00 1.353356e-02 5.645189e-02
48   1.694833e-03 2.566885e-03 0.000000e+00 2.426018e-05 2.371736e-02
49   1.187718e-03 2.960986e-03 0.000000e+00 3.344120e-04 3.295234e-01
50   4.382212e-03 8.767599e-03 0.000000e+00 3.120833e-03 3.945940e-01
51   1.191952e-02 1.823551e-03 0.000000e+00 2.841451e-03 3.446938e-01
52   1.134026e-03 3.371698e-03 0.000000e+00 1.431736e-03 3.205703e-01
53   2.526620e-03 3.680161e-03 0.000000e+00 9.254177e-04 3.770251e-02
54   3.509695e-03 2.363312e-03 0.000000e+00 3.339182e-05 4.504071e-03
55   6.812317e-04 8.100957e-03 0.000000e+00 1.932363e-03 5.360209e-02
56   3.097293e-03 1.419859e-03 0.000000e+00 1.369262e-02 1.583812e-02
57   2.686470e-03 7.345348e-03 0.000000e+00 8.464716e-03 4.614783e-02
58   3.597044e-03 2.634240e-02 0.000000e+00 8.991523e-03 7.121363e-02
59   7.886395e-03 1.725110e-03 0.000000e+00 1.027312e-02 3.583457e-02
60   1.614623e-04 5.281303e-03 0.000000e+00 8.499779e-04 3.924793e-02
61   3.434095e-03 6.048607e-03 0.000000e+00 5.135353e-03 8.837499e-02
62   3.519448e-03 6.912670e-03 0.000000e+00 2.520048e-03 1.276328e-01
63   2.452276e-03 1.198092e-02 0.000000e+00 2.485924e-03 6.411427e-02
64   6.752223e-03 2.288507e-02 0.000000e+00 1.188981e-02 1.507991e-01
65   2.015369e-03 5.486496e-03 0.000000e+00 8.596839e-03 5.808557e-02
66   2.661675e-03 2.591211e-02 2.152458e-04 6.853139e-03 1.093820e-01
67   1.972864e-02 5.725878e-03 0.000000e+00 1.023432e-02 1.607569e-01
68   1.018647e-02 1.901746e-03 0.000000e+00 3.517192e-03 9.396658e-03
69   3.285584e-03 2.895680e-03 0.000000e+00 1.242315e-03 5.884561e-02
70   1.047825e-02 2.166470e-03 5.680204e-04 3.159009e-02 1.805614e-01
71   4.529270e-03 4.349519e-03 0.000000e+00 1.544923e-03 1.087362e-01
72   1.489677e-03 1.707479e-03 0.000000e+00 2.592327e-03 3.735561e-02
73   6.070798e-03 0.000000e+00 0.000000e+00 2.426441e-03 3.438772e-01
74   1.153182e-02 1.123025e-03 0.000000e+00 1.286550e-03 2.112596e-02
75   1.610247e-03 1.535713e-02 0.000000e+00 5.723289e-03 1.873039e-01
76   3.061302e-03 2.105433e-04 3.083317e-04 5.041558e-03 6.354649e-03
77   1.312059e-03 1.289362e-04 1.465495e-04 4.615606e-04 1.176290e-03
78   1.889758e-03 5.715964e-03 0.000000e+00 3.983062e-03 4.272211e-02
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900  8.520308e-04 1.445095e-03 0.000000e+00 2.561717e-04 1.241417e-02
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910  2.535882e-03 2.882125e-03 0.000000e+00 4.963945e-04 8.420959e-01
911  1.051814e-03 4.049652e-02 0.000000e+00 1.362416e-02 1.977499e-01
912  3.126370e-03 1.029871e-02 2.840102e-04 2.540804e-03 3.696624e-01
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914  6.584029e-04 2.840102e-04 0.000000e+00 3.357891e-03 4.956534e-03
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925  5.249626e-04 0.000000e+00 0.000000e+00 0.000000e+00 4.942874e-04
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927  3.655624e-03 1.376065e-03 0.000000e+00 1.421208e-03 1.281635e-02
928  2.075573e-03 1.338125e-02 0.000000e+00 4.022253e-03 3.215268e-01
929  3.792431e-03 5.133076e-03 0.000000e+00 1.724236e-03 7.705176e-02
930  1.006859e-03 3.950338e-02 0.000000e+00 1.305614e-02 1.983179e-01
931  2.920450e-03 1.585253e-02 0.000000e+00 7.680424e-03 3.512179e-01
932  8.520308e-04 3.408123e-03 0.000000e+00 5.026491e-04 1.314484e-02
933  1.007508e-03 3.921737e-03 0.000000e+00 1.735320e-04 1.127213e-02
934  1.959969e-03 9.674774e-03 0.000000e+00 1.356222e-03 2.420411e-02
935  1.124789e-02 0.000000e+00 0.000000e+00 0.000000e+00 2.730734e-04
936  3.976818e-04 0.000000e+00 0.000000e+00 1.124743e-03 4.175941e-03
937  2.834529e-03 0.000000e+00 0.000000e+00 2.582817e-03 3.674025e-03
938  1.073588e-03 0.000000e+00 0.000000e+00 2.356516e-03 2.287635e-03
939  1.145929e-03 9.874864e-03 0.000000e+00 1.136005e-03 8.166693e-02
940  2.840102e-04 9.964915e-04 0.000000e+00 5.680204e-04 5.032059e-02
941  1.244984e-03 1.892603e-03 0.000000e+00 2.803279e-04 1.478491e-02
942  1.612977e-03 1.908334e-03 0.000000e+00 4.242482e-03 3.088375e-02
943  8.085453e-03 1.528333e-03 0.000000e+00 6.092613e-03 1.327249e-02
944  2.877168e-03 1.448062e-04 0.000000e+00 3.811780e-03 6.652917e-03
945  1.834731e-03 5.327763e-03 2.809203e-04 1.976089e-03 1.601542e-01
946  2.003229e-03 5.680204e-04 0.000000e+00 2.523062e-03 3.904979e-03
947  3.797924e-04 0.000000e+00 0.000000e+00 1.383891e-04 2.840102e-04
948  1.428378e-03 0.000000e+00 0.000000e+00 2.094375e-03 2.465226e-03
949  2.372419e-03 1.895282e-02 0.000000e+00 1.590244e-03 2.245085e-01
950  1.224046e-04 1.932556e-02 0.000000e+00 7.859412e-05 4.132446e-02
951  5.136204e-03 2.302018e-07 0.000000e+00 6.074262e-03 1.125448e-02
952  5.701987e-03 4.024948e-05 0.000000e+00 1.502387e-03 1.869096e-02
953  5.862416e-03 4.233412e-04 0.000000e+00 3.514021e-03 1.073452e-02
954  5.680204e-04 5.178059e-03 2.840102e-04 1.397694e-02 5.362915e-02
955  6.684646e-04 0.000000e+00 0.000000e+00 8.520306e-04 1.469951e-03
956  4.176490e-03 1.806268e-03 0.000000e+00 3.224149e-04 7.820030e-03
957  6.797279e-03 0.000000e+00 0.000000e+00 1.645173e-03 2.247875e-03
958  3.965752e-03 0.000000e+00 0.000000e+00 1.877379e-03 6.195399e-03
959  3.325218e-03 0.000000e+00 0.000000e+00 8.983926e-04 2.696984e-03
960  5.254570e-02 0.000000e+00 0.000000e+00 1.126681e-07 5.210813e-04
961  6.133163e-03 2.208386e-03 0.000000e+00 1.136166e-03 3.258537e-01
962  3.135548e-03 8.057076e-04 0.000000e+00 3.313245e-04 5.743828e-02
963  1.789505e-02 6.472275e-03 0.000000e+00 8.233435e-03 4.907167e-02
964  6.678422e-03 6.281283e-03 0.000000e+00 7.658931e-03 5.705114e-02
965  3.743982e-03 2.566885e-03 0.000000e+00 2.426018e-05 2.370225e-02
966  2.087703e-03 2.960986e-03 0.000000e+00 6.184222e-04 3.157526e-01
967  1.020669e-02 2.107561e-03 0.000000e+00 2.964314e-03 3.521082e-01
968  1.255588e-03 3.104393e-03 0.000000e+00 1.202601e-03 3.221852e-01
969  1.110017e-03 3.680161e-03 0.000000e+00 6.819158e-04 3.686016e-02
970  4.342493e-03 2.363312e-03 0.000000e+00 3.339182e-05 4.220061e-03
971  6.782248e-04 7.933686e-03 0.000000e+00 8.336843e-04 5.191242e-02
972  7.110296e-03 1.419859e-03 0.000000e+00 3.332647e-03 8.497646e-03
973  4.004250e-03 7.345348e-03 0.000000e+00 1.420051e-03 3.867823e-02
974  4.296835e-03 2.605839e-02 0.000000e+00 6.745403e-03 6.846453e-02
975  1.153731e-02 1.640905e-03 0.000000e+00 5.721657e-03 3.386270e-02
976  2.344034e-03 5.480587e-03 0.000000e+00 1.661937e-03 8.923341e-02
977  2.234967e-03 5.492619e-03 0.000000e+00 8.868479e-04 1.228197e-01
978  2.347486e-03 1.056087e-02 0.000000e+00 2.473654e-03 6.418584e-02
979  6.073708e-03 2.044681e-02 2.840102e-04 1.044242e-02 1.416205e-01
980  2.867399e-03 5.202486e-03 0.000000e+00 7.723617e-03 5.160077e-02
981  2.245931e-03 1.673687e-02 2.152458e-04 4.090210e-03 1.148389e-01
982  1.572686e-02 4.562852e-03 5.680204e-04 1.060709e-02 1.608429e-01
983  1.062348e-02 1.901746e-03 0.000000e+00 2.648575e-03 1.036918e-02
984  3.203918e-03 2.895680e-03 0.000000e+00 2.793546e-04 5.704667e-02
985  1.424892e-02 1.598450e-03 0.000000e+00 7.792732e-03 1.779118e-01
986  4.614378e-03 4.065508e-03 0.000000e+00 9.280728e-04 1.085773e-01
987  1.489677e-03 1.139458e-03 0.000000e+00 1.532873e-03 3.447964e-02
988  6.747485e-03 0.000000e+00 0.000000e+00 1.136447e-03 3.406823e-01
989  1.314953e-02 1.123025e-03 0.000000e+00 7.175283e-04 2.040891e-02
990  1.586177e-03 1.512926e-02 0.000000e+00 2.950581e-03 1.793890e-01
991  3.930147e-03 2.105433e-04 3.083317e-04 4.273861e-03 6.808033e-03
992  6.889698e-04 1.289362e-04 1.465495e-04 4.396731e-04 6.359039e-04
993  3.442192e-03 5.715964e-03 0.000000e+00 2.464682e-03 4.280163e-02
994  2.266804e-03 4.777104e-03 0.000000e+00 3.998333e-03 4.757124e-01
995  7.228483e-03 1.420051e-03 0.000000e+00 6.260496e-04 3.114277e-01
996  1.927854e-02 1.649770e-03 0.000000e+00 0.000000e+00 3.426573e-03
997  1.089703e-02 0.000000e+00 2.846380e-04 1.000957e-04 9.527313e-03
998  8.660759e-04 0.000000e+00 0.000000e+00 1.988071e-03 5.279527e-03
999  9.490048e-03 2.822659e-03 0.000000e+00 4.954482e-03 2.358989e-02
1000 1.376109e-02 1.442127e-02 0.000000e+00 5.731351e-03 5.173258e-02
1001 1.395446e-02 1.487216e-02 0.000000e+00 2.590782e-03 1.038421e-01
1002 6.069229e-03 8.510100e-03 0.000000e+00 5.275535e-03 7.547934e-02
1003 7.847419e-03 3.294746e-03 0.000000e+00 9.054315e-04 4.911881e-02
1004 3.716130e-03 6.999642e-03 0.000000e+00 3.093118e-03 2.591732e-01
1005 6.637608e-03 1.118002e-03 4.883726e-04 1.003027e-02 5.926473e-02
1006 6.190514e-03 3.019515e-03 0.000000e+00 3.683480e-03 8.778061e-02
1007 2.905245e-03 3.398317e-03 0.000000e+00 2.038060e-03 1.031303e-01
1008 8.888848e-03 1.320010e-02 0.000000e+00 4.252595e-03 2.505132e-01
1009 1.054109e-02 3.049939e-03 0.000000e+00 2.806335e-04 1.750692e-02
1010 1.061486e-03 6.779427e-03 2.840102e-04 1.006447e-03 6.157486e-01
1011 4.948723e-03 0.000000e+00 0.000000e+00 5.680204e-04 7.519733e-02
1012 1.328784e-02 8.900584e-03 0.000000e+00 1.898481e-03 1.351686e-01
1013 3.823202e-03 8.387339e-03 0.000000e+00 2.661360e-03 2.346223e-01
1014 1.559202e-02 7.006849e-05 0.000000e+00 0.000000e+00 2.684147e-02
1015 9.278516e-04 2.044453e-03 0.000000e+00 2.581172e-03 7.850935e-02
1016 5.115561e-03 6.472536e-03 0.000000e+00 4.358816e-03 1.090824e-01
1017 3.148640e-02 2.875787e-04 0.000000e+00 5.401969e-04 4.608702e-02
1018 8.594549e-04 1.229451e-02 0.000000e+00 2.850338e-03 2.092519e-01
1019 1.542844e-02 4.106089e-03 0.000000e+00 1.450351e-03 1.646279e-01
1020 6.978684e-03 2.747840e-03 3.571589e-04 8.740535e-04 1.168675e-01
1021 2.165242e-02 0.000000e+00 0.000000e+00 0.000000e+00 4.544164e-03
1022 1.391411e-02 1.287079e-04 0.000000e+00 6.080123e-04 1.948651e-02
1023 9.154406e-03 5.441821e-03 0.000000e+00 1.389940e-03 1.698422e-01
1024 1.842198e-02 8.866951e-03 0.000000e+00 1.405411e-03 1.570650e-01
1025 6.368289e-03 7.304510e-03 2.994155e-04 2.986889e-03 3.181167e-02
1026 2.539467e-02 6.148595e-04 0.000000e+00 9.682155e-04 1.280766e-01
1027 5.067653e-03 1.720896e-03 0.000000e+00 3.721038e-03 1.876445e-01
1028 4.974773e-03 1.591285e-03 0.000000e+00 0.000000e+00 1.496166e-01
1029 2.478838e-03 0.000000e+00 0.000000e+00 9.713072e-04 6.387907e-03
1030 5.135862e-03 6.686207e-03 0.000000e+00 1.048072e-02 7.832720e-02
1031 2.840102e-03 2.722445e-03 0.000000e+00 1.136041e-03 4.990699e-01
1032 5.683991e-04 2.417135e-03 0.000000e+00 8.858864e-04 2.036054e-02
1033 0.000000e+00 1.531600e-03 0.000000e+00 3.077516e-04 7.088834e-03
1034 1.445535e-03 1.037412e-02 0.000000e+00 1.124993e-02 1.224369e-01
1035 1.254510e-03 1.321769e-03 0.000000e+00 5.663304e-04 1.116237e-02
1036 1.675897e-03 3.221683e-04 0.000000e+00 2.376642e-03 8.148916e-03
1037 2.425505e-03 3.173202e-03 0.000000e+00 3.738034e-03 5.175540e-02
1038 2.077256e-03 5.314145e-03 2.025527e-05 3.528934e-03 3.763271e-02
1039 2.780132e-03 5.978919e-03 0.000000e+00 5.625553e-03 3.626871e-01
1040 3.603186e-03 8.391927e-03 1.235943e-05 6.894764e-03 3.067713e-01
1041 1.480369e-03 2.261990e-03 0.000000e+00 7.649515e-03 2.555979e-02
1042 1.833275e-03 1.324868e-03 0.000000e+00 3.802155e-03 4.544128e-02
1043 5.100987e-02 0.000000e+00 0.000000e+00 8.258468e-06 1.575973e-03
1044 5.732427e-04 0.000000e+00 0.000000e+00 1.049778e-03 7.945924e-02
1045 8.520306e-04 1.357064e-04 0.000000e+00 0.000000e+00 7.330633e-04
1046 1.163174e-03 2.506039e-03 0.000000e+00 2.726665e-03 1.785002e-01
1047 6.127737e-03 1.577367e-03 0.000000e+00 8.843694e-05 1.513599e-01
1048 2.503954e-04 4.027465e-03 0.000000e+00 2.525466e-03 4.200983e-02
1049 1.434450e-03 4.035473e-03 0.000000e+00 4.579390e-03 1.390490e-01
1050 2.840102e-04 6.390115e-03 8.349273e-04 7.521147e-03 2.098134e-01
1051 8.520307e-04 3.809280e-03 0.000000e+00 1.281313e-03 1.186211e-01
1052 8.520307e-04 4.772391e-03 0.000000e+00 5.093313e-03 7.620091e-02
1053 5.962841e-04 4.726449e-03 0.000000e+00 2.556092e-03 2.091732e-01
1054 2.738133e-03 5.097474e-03 0.000000e+00 8.520307e-04 2.993164e-01
1055 3.203277e-03 0.000000e+00 0.000000e+00 8.520308e-04 2.840102e-04
1056 2.943235e-03 1.016850e-02 2.840102e-04 1.677276e-04 1.337881e-01
1057 9.617372e-04 0.000000e+00 0.000000e+00 1.858710e-05 4.257236e-04
1058 1.880884e-03 9.650944e-03 0.000000e+00 3.630823e-03 7.301632e-02
1059 1.136041e-03 0.000000e+00 0.000000e+00 8.520307e-04 2.365377e-03
1060 6.789665e-04 4.841844e-03 0.000000e+00 2.815756e-03 1.037469e-01
1061 1.392134e-03 2.881559e-03 0.000000e+00 1.828759e-03 4.293914e-02
1062 2.405991e-03 4.318470e-03 5.680204e-04 2.751332e-03 3.725038e-01
1063 4.741144e-03 2.331251e-03 0.000000e+00 2.649251e-03 4.296369e-02
1064 1.104174e-02 5.293269e-06 0.000000e+00 8.516102e-04 1.670475e-02
1065 7.188020e-05 1.987916e-03 0.000000e+00 1.704061e-03 1.911687e-01
1066 8.852949e-05 3.848697e-03 0.000000e+00 1.085144e-05 5.138157e-02
1067 2.014661e-03 5.496177e-04 0.000000e+00 0.000000e+00 1.913014e-02
1068 5.880289e-04 8.313905e-03 0.000000e+00 1.108347e-02 1.772020e-01
1069 1.905694e-03 3.332717e-04 0.000000e+00 1.208580e-03 6.402172e-03
1070 1.757834e-03 4.611543e-03 0.000000e+00 1.073678e-02 2.371464e-02
1071 1.136041e-03 2.151805e-03 0.000000e+00 6.053883e-03 6.666469e-02
1072 1.818389e-03 7.589381e-03 0.000000e+00 1.297775e-02 9.081238e-02
1073 3.642741e-03 3.702308e-03 0.000000e+00 6.757894e-03 6.274802e-02
1074 9.934155e-04 0.000000e+00 0.000000e+00 5.755516e-04 3.049944e-02
1075 2.354825e-02 2.186902e-03 0.000000e+00 2.582450e-03 1.779107e-01
1076 2.257921e-03 5.140177e-03 0.000000e+00 1.689678e-03 1.244470e-01
1077 3.442025e-06 2.703915e-03 2.840102e-04 2.840102e-04 2.497470e-01
1078 1.965739e-03 1.907688e-03 0.000000e+00 3.948995e-03 6.438331e-02
1079 2.227869e-03 1.100234e-02 5.680204e-04 8.248186e-03 1.518624e-01
1080 3.503452e-03 5.080804e-03 5.680204e-04 6.796688e-03 3.703552e-01
1081 4.775841e-03 1.675353e-03 0.000000e+00 5.680204e-04 3.026884e-02
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1889 5.444644e-03 0.000000e+00 0.000000e+00 2.011517e-03 1.779037e-03
1890 3.237778e-03 0.000000e+00 0.000000e+00 4.153246e-03 1.289097e-03
1891 1.708172e-03 4.026651e-03 0.000000e+00 8.472480e-04 2.141212e-01
1892 1.420051e-03 0.000000e+00 0.000000e+00 1.988071e-03 2.840102e-04
1893 2.463182e-03 0.000000e+00 0.000000e+00 2.244196e-03 4.130991e-03
1894 9.314199e-03 1.660075e-03 0.000000e+00 5.334292e-03 1.298712e-02
1895 1.562157e-03 1.295943e-02 0.000000e+00 5.160227e-03 3.231754e-01
1896 2.968172e-03 5.133076e-03 0.000000e+00 9.525053e-03 8.516485e-02
1897 1.516846e-03 3.982719e-02 0.000000e+00 1.397244e-02 1.997768e-01
1898 3.461666e-03 1.585253e-02 0.000000e+00 9.200831e-03 3.471544e-01
1899 3.976143e-03 3.408123e-03 0.000000e+00 3.647567e-03 1.075866e-02
1900 2.143548e-03 3.921737e-03 0.000000e+00 2.163118e-03 1.121684e-02
1901 3.583155e-03 9.958783e-03 0.000000e+00 7.320437e-03 2.363610e-02
1902 1.332904e-03 0.000000e+00 0.000000e+00 0.000000e+00 2.730734e-04
1903 1.261606e-03 0.000000e+00 0.000000e+00 1.227527e-03 7.676379e-04
1904 8.046813e-03 0.000000e+00 0.000000e+00 7.281431e-03 3.183903e-03
1905 2.993966e-03 0.000000e+00 0.000000e+00 3.800281e-03 0.000000e+00
1906 1.145929e-03 1.071108e-02 0.000000e+00 1.343864e-03 8.195184e-02
1907 4.948697e-04 1.280417e-03 0.000000e+00 1.135956e-03 4.793192e-02
1908 2.097014e-03 2.064438e-03 0.000000e+00 1.285238e-03 1.354376e-02
1909 1.819505e-03 1.908334e-03 0.000000e+00 1.011561e-02 3.088375e-02
1910 7.423065e-03 1.244323e-03 0.000000e+00 2.855711e-02 7.687073e-03
1911 1.946689e-03 1.448062e-04 0.000000e+00 7.322758e-03 3.193634e-03
1912 2.203015e-03 5.611773e-03 0.000000e+00 4.105677e-03 1.591153e-01
1913 3.843966e-03 5.680204e-04 0.000000e+00 2.041354e-03 3.020800e-03
1914 0.000000e+00 0.000000e+00 0.000000e+00 2.840102e-04 3.354130e-05
1915 1.932792e-03 0.000000e+00 0.000000e+00 2.173474e-03 1.569757e-03
1916 1.706291e-03 1.856531e-02 0.000000e+00 1.540660e-03 2.229280e-01
1917 1.028954e-03 1.932556e-02 0.000000e+00 1.861365e-03 4.109783e-02
1918 1.704062e-03 2.839746e-03 0.000000e+00 3.071318e-03 1.819225e-01
1919 1.211349e-02 2.302018e-07 0.000000e+00 1.362898e-02 2.009324e-03
1920 4.097406e-03 0.000000e+00 0.000000e+00 5.280533e-03 1.427703e-03
1921 6.757832e-03 4.024948e-05 0.000000e+00 9.840409e-03 2.699462e-02
1922 7.354491e-03 3.574527e-04 0.000000e+00 8.524296e-03 1.255402e-02
1923 2.840102e-04 6.030090e-03 0.000000e+00 1.426095e-02 5.495200e-02
1924 1.185447e-03 0.000000e+00 0.000000e+00 1.535026e-03 2.002337e-03
1925 1.111939e-02 6.557678e-03 0.000000e+00 1.797239e-03 1.183178e-01
1926 1.165476e-02 0.000000e+00 0.000000e+00 2.629706e-03 4.212079e-03
1927 9.661834e-03 0.000000e+00 0.000000e+00 8.720336e-03 6.637010e-03
1928 4.164361e-03 0.000000e+00 0.000000e+00 1.300163e-03 2.813298e-03
1929 5.175924e-02 0.000000e+00 0.000000e+00 0.000000e+00 5.211939e-04
1930 7.121849e-03 2.208386e-03 0.000000e+00 1.887896e-03 3.278439e-01
1931 2.603615e-03 1.044432e-03 0.000000e+00 1.289310e-04 6.051809e-02
1932 2.114586e-02 6.472275e-03 0.000000e+00 1.244479e-02 5.623523e-02
1933 8.923849e-03 6.565293e-03 0.000000e+00 9.364073e-03 5.991601e-02
1934 1.700078e-03 2.850895e-03 0.000000e+00 3.082704e-04 2.580713e-02
1935 1.755738e-03 2.991065e-03 0.000000e+00 3.344120e-04 3.206954e-01
1936 1.769471e-02 2.959592e-03 0.000000e+00 3.410763e-03 3.387249e-01
1937 1.492296e-03 3.104393e-03 0.000000e+00 1.407399e-03 3.234438e-01
1938 8.264155e-03 3.680161e-03 0.000000e+00 6.819158e-04 2.010843e-02
1939 5.459101e-03 2.363312e-03 0.000000e+00 3.339182e-05 9.613239e-03
1940 4.085544e-03 7.666297e-03 0.000000e+00 2.531735e-03 5.228940e-02
1941 8.105081e-03 1.419859e-03 0.000000e+00 1.269865e-02 1.041406e-02
1942 3.971445e-03 7.345348e-03 0.000000e+00 8.149079e-03 4.057886e-02
1943 4.706034e-03 2.654172e-02 0.000000e+00 1.047199e-02 6.909037e-02
1944 1.610275e-02 2.730188e-03 0.000000e+00 1.143162e-02 3.391137e-02
1945 6.568513e-03 6.048607e-03 0.000000e+00 4.287747e-03 8.892680e-02
1946 4.907638e-03 3.032536e-04 0.000000e+00 9.088243e-04 1.573498e-03
1947 4.171534e-03 5.208609e-03 0.000000e+00 1.818423e-03 1.227007e-01
1948 2.631496e-03 1.112877e-02 0.000000e+00 3.041675e-03 6.212841e-02
1949 6.773328e-03 2.059890e-02 2.840102e-04 1.101044e-02 1.408960e-01
1950 3.540121e-03 4.634465e-03 0.000000e+00 8.610245e-03 5.426681e-02
1951 2.529941e-03 1.646652e-02 2.152458e-04 3.965642e-03 1.056257e-01
1952 1.769992e-02 4.846863e-03 5.680204e-04 9.837192e-03 1.533209e-01
1953 2.540788e-02 1.333726e-03 0.000000e+00 2.170412e-03 9.525185e-03
1954 9.600562e-03 2.895680e-03 0.000000e+00 8.520307e-04 5.590089e-02
1955 1.814521e-02 1.882460e-03 0.000000e+00 1.361544e-02 1.938796e-01
1956 5.487805e-03 4.065508e-03 0.000000e+00 4.429669e-04 1.090154e-01
1957 1.537459e-03 1.139458e-03 0.000000e+00 1.712445e-03 3.679449e-02
1958 7.886152e-03 0.000000e+00 0.000000e+00 1.909284e-03 3.390186e-01
1959 1.488487e-02 1.123025e-03 0.000000e+00 9.947825e-04 2.112801e-02
1960 1.934991e-03 1.523421e-02 0.000000e+00 4.654643e-03 1.798020e-01
1961 4.016137e-03 2.105433e-04 3.083317e-04 4.261824e-03 6.906178e-03
1962 5.000083e-04 1.289362e-04 1.465495e-04 4.358510e-04 8.047177e-04
1963 5.168698e-03 5.431954e-03 0.000000e+00 3.354317e-03 4.084540e-02
1964 3.086721e-03 5.061114e-03 0.000000e+00 3.998333e-03 4.788674e-01
1965 9.520462e-03 1.136041e-03 0.000000e+00 9.061127e-04 3.037167e-01
1966 1.899275e-02 1.649770e-03 0.000000e+00 8.719052e-04 6.141450e-03
1967 1.338174e-02 0.000000e+00 2.846380e-04 1.000957e-04 9.706790e-03
1968 2.083907e-03 0.000000e+00 0.000000e+00 1.988071e-03 5.316730e-03
1969 2.088498e-02 3.106669e-03 0.000000e+00 6.676109e-03 2.624985e-02
1970 1.583406e-02 1.077330e-03 0.000000e+00 2.542906e-03 1.175794e-02
1971 1.984396e-02 1.470528e-02 0.000000e+00 1.764327e-02 4.903926e-02
1972 1.995862e-02 1.604743e-02 0.000000e+00 1.454741e-03 9.352896e-02
1973 6.673857e-03 8.510100e-03 0.000000e+00 2.295506e-02 7.523932e-02
1974 1.573242e-02 1.388429e-02 0.000000e+00 1.788636e-03 1.263962e-01
1975 7.340202e-03 3.294746e-03 0.000000e+00 7.996720e-04 4.807531e-02
1976 5.104369e-03 7.021900e-03 0.000000e+00 3.093118e-03 2.508936e-01
1977 8.720725e-03 1.542042e-03 4.883726e-04 1.074147e-02 5.406178e-02
1978 1.078536e-02 3.019515e-03 0.000000e+00 5.298672e-03 7.696028e-02
1979 5.120363e-03 3.398317e-03 0.000000e+00 3.925167e-03 7.837387e-02
1980 9.049447e-03 1.297227e-02 0.000000e+00 4.252595e-03 2.501957e-01
1981 1.107295e-02 2.765929e-03 0.000000e+00 7.833624e-04 1.663361e-02
1982 1.009418e-03 4.945694e-03 2.840102e-04 9.744156e-04 5.997635e-01
1983 5.191403e-03 0.000000e+00 0.000000e+00 2.840102e-04 7.192427e-02
1984 1.434284e-02 8.901328e-03 0.000000e+00 1.207058e-02 1.332023e-01
1985 4.527618e-03 8.387339e-03 0.000000e+00 1.809330e-03 2.312011e-01
1986 1.336240e-02 7.006849e-05 0.000000e+00 2.840102e-04 2.055973e-02
1987 2.016143e-03 2.044453e-03 0.000000e+00 3.147063e-03 7.972934e-02
1988 6.208882e-03 5.920338e-03 0.000000e+00 8.320073e-03 1.062500e-01
1989 3.354764e-02 2.875787e-04 0.000000e+00 1.108217e-03 4.450887e-02
1990 4.487965e-03 1.229451e-02 0.000000e+00 2.543875e-03 2.008952e-01
1991 1.269674e-02 4.186941e-03 0.000000e+00 1.450351e-03 1.658809e-01
1992 1.468863e-02 2.747840e-03 3.571589e-04 2.820183e-03 1.186231e-01
1993 2.663222e-02 0.000000e+00 0.000000e+00 0.000000e+00 5.836749e-03
1994 2.785465e-02 1.136041e-03 0.000000e+00 2.840102e-04 7.847089e-02
1995 1.228719e-02 5.725832e-03 0.000000e+00 1.389940e-03 1.672845e-01
1996 1.666317e-02 1.033568e-02 0.000000e+00 1.405411e-03 1.565377e-01
1997 6.530373e-03 8.440550e-03 2.994155e-04 3.388177e-03 3.122945e-02
1998 2.255409e-02 6.144536e-04 0.000000e+00 9.682155e-04 1.261753e-01
1999 5.582287e-03 2.004906e-03 0.000000e+00 3.395158e-03 1.909071e-01
2000 6.331388e-03 1.591285e-03 0.000000e+00 0.000000e+00 1.494690e-01
2001 3.135364e-03 0.000000e+00 0.000000e+00 7.286479e-04 7.120331e-03
2002 1.052594e-02 6.686207e-03 0.000000e+00 1.045371e-02 7.276250e-02
2003 2.272082e-03 3.000748e-03 0.000000e+00 1.136041e-03 5.002896e-01
2004 5.683991e-04 2.417135e-03 0.000000e+00 1.169897e-03 1.965783e-02
2005 0.000000e+00 1.534499e-03 0.000000e+00 4.282758e-04 7.499651e-03
2006 2.297566e-03 1.081426e-02 0.000000e+00 9.918306e-03 1.215199e-01
2007 2.106540e-03 1.389820e-03 6.919393e-05 5.663304e-04 1.051133e-02
2008 5.084020e-03 8.624710e-04 0.000000e+00 3.688693e-03 8.912365e-03
2009 2.857911e-03 3.422345e-03 0.000000e+00 4.081013e-03 5.198713e-02
2010 2.182307e-03 5.244049e-03 3.013497e-04 5.364854e-03 4.080140e-02
2011 2.313052e-03 6.043928e-03 0.000000e+00 5.790995e-03 3.721373e-01
2012 3.887196e-03 8.675938e-03 1.235943e-05 5.758723e-03 3.056017e-01
2013 3.331513e-03 2.830011e-03 2.840102e-04 2.104362e-02 3.382746e-02
2014 3.537336e-03 1.146849e-03 0.000000e+00 6.027720e-03 4.623950e-02
2015 5.082785e-02 0.000000e+00 0.000000e+00 3.778026e-06 8.258468e-06
2016 1.819376e-03 4.006660e-04 0.000000e+00 1.617798e-03 7.963151e-02
2017 3.968420e-03 1.357064e-04 0.000000e+00 4.945277e-04 2.915577e-03
2018 1.578473e-03 2.443492e-03 0.000000e+00 2.755944e-03 2.036327e-01
2019 5.179345e-03 1.293357e-03 0.000000e+00 1.508488e-03 1.374133e-01
2020 3.292411e-04 4.906385e-03 0.000000e+00 2.663166e-03 4.216487e-02
2021 1.711236e-03 4.319483e-03 3.011423e-04 5.411297e-03 1.438628e-01
2022 1.648008e-03 6.673393e-03 8.349273e-04 7.793650e-03 2.155289e-01
2023 1.420144e-03 4.661311e-03 0.000000e+00 1.971882e-03 1.206022e-01
2024 1.174297e-03 3.803937e-03 3.029019e-05 2.035453e-03 2.290429e-01
2025 1.420051e-03 5.335677e-03 2.522248e-04 5.105847e-03 7.880065e-02
2026 5.680204e-04 4.726449e-03 0.000000e+00 3.433412e-03 2.093593e-01
2027 2.152999e-03 5.673488e-03 0.000000e+00 8.526070e-04 3.019938e-01
2028 3.215401e-03 0.000000e+00 0.000000e+00 5.680204e-04 4.173967e-04
2029 2.378371e-03 9.230052e-03 2.840102e-04 1.677276e-04 1.465310e-01
2030 5.645184e-04 0.000000e+00 0.000000e+00 1.858710e-05 1.164110e-03
2031 2.428082e-03 8.054404e-03 0.000000e+00 2.671388e-03 8.333023e-02
2032 2.459484e-03 7.662135e-03 0.000000e+00 2.537828e-03 7.820139e-02
2033 1.704061e-03 0.000000e+00 0.000000e+00 8.520307e-04 3.225169e-03
2034 2.270003e-03 5.061965e-03 7.976768e-04 2.625873e-03 1.065727e-01
2035 2.059928e-03 2.881559e-03 2.416761e-04 2.112769e-03 4.496277e-02
2036 2.142274e-03 5.134440e-03 1.876919e-05 2.208704e-03 3.712534e-01
2037 7.195225e-03 1.794827e-03 0.000000e+00 3.018593e-03 5.812483e-02
2038 1.493811e-02 3.146300e-04 0.000000e+00 3.975722e-03 2.152902e-02
2039 3.558904e-04 3.973924e-03 0.000000e+00 1.704061e-03 1.909799e-01
2040 5.099061e-04 4.125663e-03 0.000000e+00 1.085144e-05 5.337805e-02
2041 3.397944e-03 8.096253e-04 0.000000e+00 0.000000e+00 1.911467e-02
2042 6.155765e-04 7.745911e-03 0.000000e+00 1.198534e-02 1.777686e-01
2043 3.225455e-03 3.332717e-04 0.000000e+00 1.206982e-03 9.647541e-03
2044 4.096267e-03 4.287781e-03 5.680204e-04 1.248010e-02 2.643348e-02
2045 3.698386e-03 2.151805e-03 0.000000e+00 8.248244e-03 6.815995e-02
2046 3.567957e-03 7.516898e-03 4.523674e-04 1.557894e-02 9.155534e-02
2047 3.997414e-03 3.702308e-03 2.840102e-04 9.264675e-03 6.734984e-02
2048 5.680204e-04 0.000000e+00 0.000000e+00 8.866296e-04 3.187621e-02
2049 2.381776e-02 2.964768e-03 2.840102e-04 2.582450e-03 1.767609e-01
2050 1.528065e-03 5.708198e-03 1.105224e-03 1.526635e-03 1.247947e-01
2051 3.442025e-06 3.638295e-03 0.000000e+00 2.840102e-04 2.471818e-01
2052 2.267079e-03 2.191699e-03 8.892616e-05 5.436325e-03 7.516067e-02
2053 3.934355e-03 9.976537e-03 5.680204e-04 7.683843e-03 1.517852e-01
2054 2.714497e-03 4.927437e-03 5.680204e-04 3.627805e-03 3.601440e-01
2055 4.476573e-03 2.210806e-03 0.000000e+00 5.680204e-04 3.656044e-02
2056 9.224680e-03 2.840103e-04 0.000000e+00 7.284061e-04 3.921533e-02
2057 2.128973e-03 4.892588e-03 0.000000e+00 8.778989e-04 1.638358e-01
2058 4.447981e-03 3.518910e-03 0.000000e+00 1.254694e-03 1.475160e-01
2059 9.226419e-04 7.754369e-04 5.680204e-04 2.272082e-03 9.065658e-02
2060 7.293880e-03 5.680204e-04 2.840102e-04 2.643137e-03 9.081216e-02
2061 1.773852e-02 0.000000e+00 0.000000e+00 6.299341e-05 4.866218e-03
2062 3.705828e-03 8.532705e-04 0.000000e+00 1.732027e-03 2.797872e-01
2063 7.334001e-03 1.057555e-03 0.000000e+00 4.383436e-04 2.560666e-01
2064 0.000000e+00 4.260154e-03 0.000000e+00 0.000000e+00 1.415391e-02
2065 2.024732e-03 1.420051e-03 0.000000e+00 2.840103e-04 3.957230e-03
2066 2.895058e-03 4.174212e-03 0.000000e+00 1.345765e-03 3.584804e-02
2067 4.440165e-03 4.747877e-03 0.000000e+00 8.169723e-04 5.905600e-02
2068 3.082442e-03 2.487544e-03 0.000000e+00 4.667190e-03 4.031192e-02
2069 8.377256e-03 8.644749e-04 0.000000e+00 3.487039e-03 4.330671e-03
2070 4.867218e-04 1.178382e-03 0.000000e+00 2.840102e-04 2.565333e-02
2071 1.621659e-03 1.066735e-03 0.000000e+00 2.175271e-04 6.382514e-03
2072 6.142077e-03 4.190628e-03 2.840102e-04 3.068692e-03 1.328534e-01
2073 9.103164e-04 1.573674e-03 0.000000e+00 0.000000e+00 4.347483e-02
2074 6.043431e-04 1.701167e-03 0.000000e+00 2.823784e-03 3.637128e-02
2075 2.290530e-03 4.089495e-03 1.136041e-03 9.826375e-03 5.855718e-02
2076 8.038954e-04 2.243183e-02 0.000000e+00 6.015617e-03 2.528773e-01
2077 8.268045e-04 9.221351e-03 0.000000e+00 1.319969e-02 6.341073e-02
2078 2.175610e-03 1.608991e-02 5.288829e-05 1.269694e-02 1.997983e-01
2079 8.700207e-03 1.210749e-02 0.000000e+00 3.643666e-03 1.251732e-01
2080 4.202691e-03 8.968792e-03 0.000000e+00 7.639925e-03 1.435507e-01
2081 8.527037e-04 5.155919e-03 0.000000e+00 4.615490e-03 6.235876e-02
2082 2.840102e-03 1.049391e-03 0.000000e+00 7.436786e-03 4.092270e-02
2083 1.223416e-01 3.677581e-03 0.000000e+00 7.443442e-03 5.805195e-02
2084 5.537333e-03 8.502822e-03 2.840102e-04 5.989563e-03 2.233859e-01
2085 5.014271e-03 5.986722e-03 0.000000e+00 1.030405e-02 7.030502e-02
2086 3.197474e-05 2.207412e-03 2.840102e-04 1.628374e-02 6.023284e-03
2087 6.262620e-03 3.172935e-03 0.000000e+00 1.592978e-03 3.976239e-01
2088 2.516035e-03 1.360202e-02 0.000000e+00 3.995344e-03 8.353965e-02
2089 5.799709e-05 2.272082e-03 2.840102e-04 5.507807e-03 2.015239e-02
2090 1.662888e-04 2.137464e-03 0.000000e+00 0.000000e+00 8.583428e-01
2091 3.685107e-03 1.423069e-03 3.115274e-04 4.821870e-03 7.861947e-03
2092 8.328605e-03 4.813271e-03 2.332114e-03 1.373958e-02 8.879366e-02
2093 7.239591e-03 4.510565e-03 2.845185e-04 4.780597e-03 2.672899e-02
2094 6.137016e-04 0.000000e+00 0.000000e+00 5.680204e-04 0.000000e+00
2095 5.680204e-04 0.000000e+00 0.000000e+00 2.840102e-04 5.680204e-04
2096 3.049038e-03 4.537629e-03 0.000000e+00 7.665812e-03 3.166922e-01
2097 2.559046e-03 0.000000e+00 0.000000e+00 4.347417e-03 5.528958e-03
2098 5.680204e-04 0.000000e+00 0.000000e+00 3.537594e-08 1.420051e-03
2099 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2100 1.321237e-03 3.562952e-03 0.000000e+00 7.949430e-03 2.243618e-02
2101 1.622907e-03 0.000000e+00 0.000000e+00 2.295424e-03 7.151329e-03
2102 1.704061e-03 0.000000e+00 0.000000e+00 1.139273e-03 1.045390e-03
2103 3.438683e-03 4.144344e-03 0.000000e+00 9.647385e-03 1.528718e-01
2104 5.680204e-04 3.549494e-03 0.000000e+00 1.344307e-03 2.024763e-02
2105 1.714800e-03 0.000000e+00 0.000000e+00 0.000000e+00 4.084114e-03
2106 1.455661e-03 5.535946e-03 0.000000e+00 4.421443e-04 1.703842e-01
2107 3.369638e-03 1.466568e-03 0.000000e+00 3.189990e-03 1.660318e-02
2108 3.748849e-03 2.519829e-03 2.777860e-05 3.078282e-03 6.482100e-02
2109 5.833689e-03 6.607865e-03 0.000000e+00 1.061143e-02 1.104579e-01
2110 2.041420e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2111 7.664530e-02 2.026419e-03 0.000000e+00 3.123974e-03 7.001267e-02
2112 2.990236e-03 2.623104e-03 0.000000e+00 7.173640e-03 9.106642e-02
2113 1.264817e-02 0.000000e+00 0.000000e+00 0.000000e+00 4.537867e-03
2114 1.592322e-03 2.300295e-03 0.000000e+00 2.840102e-04 5.038074e-01
2115 2.447039e-03 1.102589e-03 0.000000e+00 0.000000e+00 4.000977e-02
2116 1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00 8.520307e-04
2117 1.968331e-03 8.202978e-04 0.000000e+00 1.871948e-06 1.532075e-01
2118 1.660097e-03 3.908158e-03 0.000000e+00 4.498015e-03 2.712288e-01
2119 6.043165e-03 1.338595e-03 2.840102e-04 5.680204e-04 9.039646e-02
2120 9.457720e-03 2.577913e-03 0.000000e+00 7.528140e-04 5.112374e-02
2121 2.697579e-03 2.355491e-03 0.000000e+00 1.141366e-03 3.451459e-02
2122 3.403180e-03 3.238583e-03 0.000000e+00 7.518612e-06 4.758642e-01
2123 2.368528e-03 8.510668e-03 0.000000e+00 1.136041e-03 4.384756e-01
2124 5.030373e-02 5.890220e-03 0.000000e+00 5.680204e-04 7.856085e-02
2125 1.061055e-03 6.690599e-03 0.000000e+00 4.104339e-03 8.841255e-02
2126 3.062408e-03 9.662048e-05 0.000000e+00 1.446017e-03 1.931564e-02
2127 1.214013e-03 2.245705e-03 0.000000e+00 6.207431e-04 2.235401e-02
2128 8.087904e-03 1.590252e-02 0.000000e+00 9.315267e-03 8.502452e-02
2129 4.276740e-03 2.155553e-03 0.000000e+00 2.502010e-03 1.398711e-01
2130 1.753729e-03 1.922196e-03 0.000000e+00 1.451218e-03 1.499395e-02
2131 5.680205e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2132 6.435678e-03 1.954683e-02 5.586892e-04 1.351584e-02 1.820980e-01
2133 1.147830e-02 5.680204e-04 0.000000e+00 3.061598e-03 5.680204e-04
2134 1.024661e-02 8.541938e-03 0.000000e+00 3.652046e-03 1.239570e-01
2135 6.061941e-03 2.840102e-04 0.000000e+00 5.396194e-03 8.531338e-04
2136 1.218001e-02 0.000000e+00 0.000000e+00 0.000000e+00 3.692133e-03
2137 1.156882e-02 3.581433e-03 0.000000e+00 5.680204e-04 5.403390e-02
2138 1.619234e-02 0.000000e+00 0.000000e+00 7.992220e-04 2.171767e-03
2139 1.126704e-03 6.200309e-04 2.840102e-04 2.272082e-03 3.347796e-03
2140 1.464111e-03 0.000000e+00 0.000000e+00 0.000000e+00 8.106578e-04
2141 6.766228e-03 1.858665e-04 0.000000e+00 4.911950e-04 1.708110e-02
2142 8.695027e-03 5.408875e-04 0.000000e+00 8.966509e-04 7.240641e-02
2143 8.766508e-03 5.680222e-04 0.000000e+00 1.008154e-03 6.895777e-02
2144 1.350394e-03 6.305802e-03 0.000000e+00 8.520307e-04 5.895315e-01
2145 1.210655e-02 4.975763e-04 1.142733e-04 8.086990e-03 1.685048e-02
2146 1.357444e-03 2.524294e-04 0.000000e+00 0.000000e+00 6.932823e-04
2147 1.064943e-01 0.000000e+00 0.000000e+00 5.680204e-04 1.953110e-06
2148 6.886451e-02 5.173364e-03 0.000000e+00 7.743105e-03 1.275678e-01
2149 6.224223e-03 0.000000e+00 0.000000e+00 0.000000e+00 4.701296e-07
2150 8.694375e-02 3.876278e-03 2.840102e-04 8.776491e-03 5.396817e-02
2151 3.553990e-03 1.847091e-03 0.000000e+00 2.840102e-04 1.428818e-02
2152 1.162076e-02 1.420051e-03 0.000000e+00 0.000000e+00 1.009206e-01
2153 2.104170e-02 2.839911e-04 0.000000e+00 0.000000e+00 5.031948e-03
2154 2.375518e-03 1.984218e-04 0.000000e+00 5.680204e-04 1.802113e-02
2155 2.180796e-03 7.406863e-04 0.000000e+00 1.579002e-03 2.310630e-02
2156 3.077822e-03 3.916221e-03 2.784797e-04 5.591793e-03 1.982956e-01
2157 2.066027e-03 1.888351e-03 0.000000e+00 6.813416e-04 1.594252e-01
2158 3.152375e-03 1.813489e-03 0.000000e+00 1.862204e-03 3.018272e-01
2159 2.381574e-03 5.680204e-04 0.000000e+00 0.000000e+00 8.365633e-01
2160 4.243468e-03 1.267599e-03 0.000000e+00 8.460287e-04 3.394716e-01
2161 6.058215e-03 1.420051e-03 0.000000e+00 1.136041e-03 1.317898e-02
2162 1.833432e-02 0.000000e+00 0.000000e+00 8.520307e-04 4.966962e-03
2163 1.476085e-02 2.267887e-03 0.000000e+00 1.136041e-03 3.615830e-02
2164 1.049355e-02 2.653981e-03 0.000000e+00 1.133280e-03 5.983398e-02
2165 3.654171e-03 1.241582e-02 0.000000e+00 8.692725e-03 4.257186e-01
2166 7.821186e-03 5.461485e-03 0.000000e+00 1.704061e-03 3.811021e-01
2167 1.154344e-02 7.125563e-04 0.000000e+00 0.000000e+00 2.196637e-02
2168 2.950324e-03 1.136041e-03 0.000000e+00 1.057293e-04 2.384243e-02
2169 1.177345e-03 0.000000e+00 0.000000e+00 2.660727e-05 3.270891e-05
2170 1.977832e-03 7.315290e-03 0.000000e+00 1.221426e-03 1.110612e-01
2171 8.574297e-02 0.000000e+00 0.000000e+00 0.000000e+00 1.704061e-03
2172 1.980872e-01 5.592679e-04 0.000000e+00 5.680204e-04 8.989207e-02
2173 2.840102e-04 9.700320e-04 0.000000e+00 5.452443e-03 5.070431e-03
2174 5.974145e-03 2.272082e-03 0.000000e+00 7.952286e-03 4.970106e-02
2175 6.285049e-04 6.122352e-03 0.000000e+00 7.739785e-04 1.521654e-01
2176 2.102751e-03 7.498359e-03 0.000000e+00 1.993562e-03 1.828639e-01
2177 2.572637e-03 1.824454e-03 0.000000e+00 3.252042e-05 1.058491e-01
2178 3.068579e-04 4.100516e-03 2.840102e-04 3.208857e-03 2.961936e-01
2179 3.742633e-03 1.290752e-04 0.000000e+00 4.945358e-04 1.519057e-02
2180 4.202275e-03 0.000000e+00 0.000000e+00 6.587130e-05 7.600682e-03
2181 2.840102e-03 7.642475e-03 0.000000e+00 2.840102e-04 7.208563e-01
2182 6.752468e-04 0.000000e+00 0.000000e+00 9.232779e-05 0.000000e+00
2183 3.545550e-03 5.680204e-04 0.000000e+00 8.520307e-04 0.000000e+00
2184 3.499924e-03 8.520306e-04 0.000000e+00 3.549649e-06 3.537973e-02
2185 2.187450e-03 0.000000e+00 0.000000e+00 0.000000e+00 1.655899e-04
2186 1.233340e-03 0.000000e+00 0.000000e+00 5.680204e-04 0.000000e+00
2187 1.795896e-03 1.198225e-03 0.000000e+00 2.534860e-04 8.119903e-03
2188 7.704612e-03 0.000000e+00 0.000000e+00 5.680204e-04 8.520307e-04
2189 1.204454e-02 2.381366e-03 0.000000e+00 3.146513e-03 1.012504e-01
2190 6.892690e-03 7.811217e-03 0.000000e+00 3.019086e-03 4.367088e-01
2191 7.856649e-03 1.593614e-02 0.000000e+00 3.889186e-03 1.420541e-01
2192 2.287132e-03 3.415745e-03 0.000000e+00 5.652131e-04 2.141356e-01
2193 6.325903e-04 8.433302e-04 0.000000e+00 7.022113e-06 2.825985e-03
2194 2.834140e-03 3.443542e-03 0.000000e+00 5.788650e-04 8.191256e-02
2195 1.641327e-01 6.110182e-03 0.000000e+00 8.520308e-04 1.643578e-01
2196 1.023923e-02 4.536689e-04 0.000000e+00 1.266981e-03 1.260072e-03
2197 3.545429e-03 1.164846e-03 0.000000e+00 8.596495e-04 7.567465e-02
2198 1.621386e-03 5.680204e-04 0.000000e+00 8.520307e-04 0.000000e+00
2199 1.579142e-02 5.156472e-03 0.000000e+00 3.813486e-03 1.475617e-01
2200 5.670588e-03 4.721421e-03 0.000000e+00 1.847565e-03 1.863608e-01
2201 1.032969e-03 5.578716e-03 0.000000e+00 1.457998e-03 3.121199e-02
2202 1.931753e-03 0.000000e+00 0.000000e+00 2.397366e-04 0.000000e+00
2203 4.236013e-03 0.000000e+00 0.000000e+00 1.000767e-02 2.093535e-03
2204 4.314282e-02 0.000000e+00 0.000000e+00 0.000000e+00 1.420051e-03
2205 1.632218e-02 0.000000e+00 0.000000e+00 1.824598e-02 7.453870e-03
2206 1.937055e-02 6.850478e-03 0.000000e+00 4.828174e-03 1.990570e-01
2207 3.070032e-03 9.795564e-03 0.000000e+00 2.497238e-02 4.276036e-01
2208 1.619059e-03 1.569930e-03 0.000000e+00 0.000000e+00 8.300273e-01
2209 3.206433e-03 2.548068e-04 0.000000e+00 2.893707e-04 1.030846e-02
2210 1.619059e-03 1.569930e-03 0.000000e+00 0.000000e+00 8.300273e-01
2211 1.516846e-03 3.982719e-02 0.000000e+00 1.397244e-02 1.997768e-01
2212 3.076308e-03 9.214405e-03 0.000000e+00 2.436155e-03 3.733143e-01
2213 7.314506e-03 5.040742e-03 8.455549e-07 3.917431e-03 7.552595e-01
2214 2.090922e-03 9.284394e-04 0.000000e+00 1.873705e-03 8.577958e-03
2215 4.356103e-03 2.840102e-04 0.000000e+00 2.789871e-03 6.563183e-04
2216 1.662376e-03 2.840102e-04 0.000000e+00 1.731393e-03 3.338318e-03
2217 1.774710e-03 6.955582e-04 0.000000e+00 9.665543e-04 2.937304e-03
2218 2.055148e-03 9.960532e-05 0.000000e+00 1.262226e-03 1.453743e-02
2219 2.149831e-03 2.840102e-04 0.000000e+00 1.420051e-03 1.708089e-02
2220 2.910963e-03 1.561583e-02 0.000000e+00 1.176157e-02 1.723534e-01
2221 2.953329e-03 7.124367e-04 0.000000e+00 1.855624e-03 3.970543e-02
2222 5.728655e-03 0.000000e+00 0.000000e+00 6.457769e-04 1.759547e-03
2223 3.712989e-03 0.000000e+00 0.000000e+00 4.296483e-03 1.213313e-03
2224 1.992182e-03 4.026651e-03 0.000000e+00 8.472480e-04 2.130004e-01
2225 1.447838e-03 0.000000e+00 0.000000e+00 1.683399e-03 2.840102e-04
2226 1.883156e-03 0.000000e+00 0.000000e+00 5.584179e-04 3.114061e-03
2227 6.792611e-03 1.660075e-03 0.000000e+00 2.749891e-03 1.255473e-02
2228 1.226306e-03 1.295943e-02 0.000000e+00 5.640278e-03 3.218882e-01
2229 7.560258e-03 3.941799e-03 0.000000e+00 4.102313e-03 3.257702e-02
2230 2.842695e-03 5.133076e-03 0.000000e+00 1.288261e-02 7.940519e-02
2231 2.084867e-03 3.962563e-02 0.000000e+00 1.397244e-02 1.996944e-01
2232 3.386610e-03 1.585253e-02 0.000000e+00 8.903604e-03 3.468704e-01
2233 5.622952e-03 3.408123e-03 0.000000e+00 2.556092e-03 1.131126e-02
2234 2.490594e-03 3.921737e-03 0.000000e+00 1.505750e-03 1.063163e-02
2235 4.151176e-03 1.081081e-02 0.000000e+00 7.036427e-03 2.363610e-02
2236 4.259381e-03 0.000000e+00 0.000000e+00 5.680204e-04 2.730734e-04
2237 3.130710e-03 2.043821e-02 0.000000e+00 4.060679e-03 1.692011e-01
2238 1.100183e-03 0.000000e+00 0.000000e+00 1.350308e-04 4.150346e-04
2239 5.683103e-03 0.000000e+00 0.000000e+00 4.151898e-03 1.919009e-03
2240 1.704207e-03 0.000000e+00 0.000000e+00 9.199276e-04 5.680204e-04
2241 1.145929e-03 1.071108e-02 0.000000e+00 1.364324e-03 8.138382e-02
2242 4.948697e-04 1.280417e-03 0.000000e+00 1.449210e-03 4.887080e-02
2243 1.584432e-03 2.064438e-03 0.000000e+00 2.835913e-03 1.222259e-02
2244 2.829938e-04 1.908334e-03 0.000000e+00 8.270334e-03 3.088375e-02
2245 4.746038e-03 1.244323e-03 0.000000e+00 3.117119e-02 4.492484e-03
2246 1.278370e-03 1.448062e-04 0.000000e+00 8.676381e-03 3.467444e-03
2247 1.843662e-03 5.611773e-03 0.000000e+00 3.770751e-03 1.554169e-01
2248 4.292116e-03 5.680204e-04 0.000000e+00 8.520307e-04 2.477461e-03
2249 4.041383e-04 0.000000e+00 0.000000e+00 3.816080e-04 2.047397e-04
2250 1.791904e-03 0.000000e+00 0.000000e+00 4.312050e-03 1.853767e-03
2251 1.487718e-03 1.877135e-02 0.000000e+00 2.110801e-03 2.233386e-01
2252 1.704062e-03 2.839746e-03 0.000000e+00 3.694577e-03 1.817630e-01
2253 3.194799e-03 0.000000e+00 0.000000e+00 6.729865e-03 1.080633e-03
2254 8.290648e-03 4.024948e-05 0.000000e+00 1.510511e-02 2.016135e-02
2255 6.944511e-03 3.574527e-04 0.000000e+00 7.460995e-03 9.238536e-03
2256 1.140130e-03 6.030090e-03 0.000000e+00 1.397694e-02 5.495200e-02
2257 2.785438e-03 0.000000e+00 0.000000e+00 1.718326e-03 1.136041e-03
2258 1.087534e-02 8.231479e-03 0.000000e+00 1.908079e-03 1.181498e-01
2259 1.260892e-02 0.000000e+00 0.000000e+00 5.550086e-03 1.441729e-03
2260 6.636706e-03 0.000000e+00 0.000000e+00 9.908971e-03 4.746909e-03
2261 5.083459e-03 0.000000e+00 0.000000e+00 4.090512e-03 1.178512e-03
2262 4.850113e-02 0.000000e+00 0.000000e+00 0.000000e+00 5.211939e-04
2263 7.156067e-03 1.990562e-03 0.000000e+00 1.534426e-03 3.227298e-01
2264 5.543602e-03 8.057076e-04 0.000000e+00 6.904672e-04 5.364029e-02
2265 1.524890e-02 6.472275e-03 0.000000e+00 2.411872e-02 4.744849e-02
2266 6.354162e-03 6.565293e-03 0.000000e+00 1.225621e-02 5.807069e-02
2267 1.416068e-03 2.850895e-03 0.000000e+00 8.762910e-04 2.554448e-02
2268 2.607769e-03 2.991065e-03 0.000000e+00 1.439336e-03 3.218611e-01
2269 1.576067e-02 2.495091e-03 0.000000e+00 5.680147e-03 3.319166e-01
2270 1.465777e-03 3.371698e-03 0.000000e+00 2.585202e-03 3.223928e-01
2271 7.695612e-03 3.963981e-03 0.000000e+00 9.659260e-04 1.724115e-02
2272 5.682738e-03 2.363312e-03 0.000000e+00 3.339182e-05 5.658652e-03
            lc_71        lc_72        lc_81        lc_82        lc_91
1    0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
2    2.811219e-04 1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00
3    9.799258e-06 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
4    0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
5    0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
6    2.003690e-03 4.446360e-03 0.000000e+00 1.188653e-03 8.660181e-04
7    0.000000e+00 3.847918e-05 0.000000e+00 0.000000e+00 0.000000e+00
8    0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 7.118323e-04
9    0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.840102e-04
10   2.902446e-04 1.957599e-03 0.000000e+00 3.694525e-03 0.000000e+00
11   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
12   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
13   2.592445e-04 2.138021e-04 0.000000e+00 0.000000e+00 0.000000e+00
14   2.048013e-05 2.840102e-04 0.000000e+00 1.035674e-04 0.000000e+00
15   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
16   2.542379e-03 3.562033e-03 0.000000e+00 3.244640e-04 0.000000e+00
17   6.700530e-03 1.313484e-02 0.000000e+00 4.149999e-03 0.000000e+00
18   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
19   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
20   1.419043e-03 0.000000e+00 0.000000e+00 2.813299e-04 0.000000e+00
21   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
22   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
23   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
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1768 0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
1769 5.680204e-04 2.823478e-04 0.000000e+00 1.513917e-04 0.000000e+00
1770 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1771 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1772 8.301594e-04 1.708806e-03 0.000000e+00 2.757566e-04 0.000000e+00
1773 0.000000e+00 5.441968e-04 0.000000e+00 0.000000e+00 5.156756e-04
1774 8.412039e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1775 9.707150e-05 8.539840e-02 0.000000e+00 0.000000e+00 0.000000e+00
1776 3.385093e-04 8.455659e-05 0.000000e+00 0.000000e+00 0.000000e+00
1777 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1778 2.402671e-04 2.205342e-02 0.000000e+00 2.840102e-04 0.000000e+00
1779 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1780 1.405556e-03 7.683766e-03 0.000000e+00 5.568790e-03 0.000000e+00
1781 3.641739e-04 3.085996e-05 0.000000e+00 5.817565e-04 0.000000e+00
1782 3.910493e-03 1.153988e-01 0.000000e+00 6.936345e-03 0.000000e+00
1783 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1784 1.754116e-03 3.136337e-02 0.000000e+00 4.561328e-03 0.000000e+00
1785 5.533535e-03 3.219333e-02 0.000000e+00 2.507273e-02 0.000000e+00
1786 0.000000e+00 2.259946e-07 0.000000e+00 0.000000e+00 2.440524e-04
1787 2.840102e-04 3.306836e-02 0.000000e+00 2.977551e-04 0.000000e+00
1788 0.000000e+00 3.780697e-07 0.000000e+00 0.000000e+00 0.000000e+00
1789 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
1790 0.000000e+00 1.776275e-02 0.000000e+00 5.708261e-04 0.000000e+00
1791 2.840102e-04 4.567829e-02 0.000000e+00 2.080553e-04 0.000000e+00
1792 0.000000e+00 8.577997e-04 0.000000e+00 0.000000e+00 0.000000e+00
1793 0.000000e+00 1.463630e-03 0.000000e+00 0.000000e+00 0.000000e+00
1794 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1795 0.000000e+00 2.580704e-01 0.000000e+00 1.420051e-03 0.000000e+00
1796 5.440455e-04 5.097692e-02 0.000000e+00 7.043440e-04 0.000000e+00
1797 2.840102e-04 3.318014e-03 0.000000e+00 0.000000e+00 0.000000e+00
1798 5.680205e-04 1.987657e-03 0.000000e+00 2.840103e-04 0.000000e+00
1799 0.000000e+00 5.116879e-04 0.000000e+00 2.768638e-04 8.787282e-05
1800 2.252653e-04 1.168221e-03 0.000000e+00 2.677177e-04 0.000000e+00
1801 1.136041e-03 1.516100e-02 0.000000e+00 0.000000e+00 2.414410e-07
1802 0.000000e+00 2.339773e-02 0.000000e+00 2.839128e-04 0.000000e+00
1803 0.000000e+00 5.977420e-04 0.000000e+00 2.840102e-04 0.000000e+00
1804 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1805 5.898727e-03 4.021917e-02 0.000000e+00 3.132027e-03 1.068257e-03
1806 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1807 4.415595e-05 5.259569e-03 0.000000e+00 1.993655e-03 8.228782e-04
1808 8.520307e-04 2.840102e-04 0.000000e+00 2.840102e-04 0.000000e+00
1809 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 7.931205e-04
1810 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1811 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1812 8.049404e-04 8.520306e-04 0.000000e+00 0.000000e+00 0.000000e+00
1813 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1814 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1815 0.000000e+00 5.680204e-04 0.000000e+00 2.840102e-04 2.840102e-04
1816 0.000000e+00 8.400461e-02 0.000000e+00 4.650009e-03 0.000000e+00
1817 3.023773e-03 4.140997e-02 0.000000e+00 8.909812e-03 0.000000e+00
1818 0.000000e+00 6.390549e-04 0.000000e+00 0.000000e+00 0.000000e+00
1819 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 8.520307e-04
1820 4.954658e-03 4.429461e-02 0.000000e+00 1.165873e-02 0.000000e+00
1821 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1822 2.602995e-03 5.837834e-02 0.000000e+00 1.118470e-02 0.000000e+00
1823 0.000000e+00 2.840103e-04 0.000000e+00 0.000000e+00 5.680205e-04
1824 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1825 8.831415e-06 8.146184e-03 0.000000e+00 0.000000e+00 0.000000e+00
1826 5.680204e-04 2.921998e-02 0.000000e+00 5.680204e-04 0.000000e+00
1827 5.870393e-04 1.034798e-02 0.000000e+00 1.050268e-03 0.000000e+00
1828 5.621070e-04 2.811986e-01 0.000000e+00 1.312334e-03 0.000000e+00
1829 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1830 0.000000e+00 3.460847e-02 0.000000e+00 5.680204e-04 0.000000e+00
1831 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1832 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1833 1.136041e-03 2.446143e-03 0.000000e+00 6.739394e-04 0.000000e+00
1834 2.840102e-04 5.680204e-04 0.000000e+00 5.680204e-04 0.000000e+00
1835 2.148322e-03 4.849553e-02 0.000000e+00 8.861791e-03 2.458396e-04
1836 2.840102e-04 4.095659e-02 0.000000e+00 4.290073e-04 0.000000e+00
1837 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1838 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.452277e-04
1839 3.135388e-03 1.158082e-02 0.000000e+00 1.425785e-03 0.000000e+00
1840 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
1841 0.000000e+00 3.096302e-04 0.000000e+00 0.000000e+00 0.000000e+00
1842 2.809578e-04 1.286103e-03 0.000000e+00 0.000000e+00 0.000000e+00
1843 3.408123e-03 1.476853e-02 0.000000e+00 2.840102e-04 0.000000e+00
1844 2.432674e-04 1.311223e-02 0.000000e+00 8.520308e-04 0.000000e+00
1845 5.680204e-04 1.703148e-03 0.000000e+00 2.840102e-04 0.000000e+00
1846 5.716727e-04 1.244226e-01 0.000000e+00 2.840102e-04 0.000000e+00
1847 1.782328e-04 7.847670e-04 0.000000e+00 0.000000e+00 0.000000e+00
1848 0.000000e+00 2.423324e-05 0.000000e+00 0.000000e+00 0.000000e+00
1849 0.000000e+00 1.384075e-02 0.000000e+00 0.000000e+00 0.000000e+00
1850 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1851 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1852 2.379342e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1853 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1854 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1855 9.930901e-07 1.275173e-04 0.000000e+00 0.000000e+00 0.000000e+00
1856 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1857 1.005708e-03 0.000000e+00 0.000000e+00 3.553861e-04 0.000000e+00
1858 2.485253e-03 5.418598e-04 0.000000e+00 1.162780e-03 0.000000e+00
1859 0.000000e+00 8.520307e-04 0.000000e+00 2.840102e-04 0.000000e+00
1860 0.000000e+00 1.398871e-04 0.000000e+00 1.327364e-04 0.000000e+00
1861 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1862 2.840102e-03 2.668152e-02 0.000000e+00 2.797690e-03 0.000000e+00
1863 0.000000e+00 3.976166e-04 0.000000e+00 1.357354e-04 0.000000e+00
1864 2.399964e-03 4.905606e-03 0.000000e+00 5.188037e-03 0.000000e+00
1865 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1866 5.571273e-04 2.361240e-03 0.000000e+00 3.437299e-04 0.000000e+00
1867 1.504897e-03 8.226371e-04 0.000000e+00 0.000000e+00 0.000000e+00
1868 2.840102e-04 1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00
1869 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1870 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1871 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1872 0.000000e+00 0.000000e+00 0.000000e+00 5.680204e-04 2.840102e-04
1873 1.704660e-03 2.272082e-03 0.000000e+00 4.239760e-03 0.000000e+00
1874 4.579030e-03 1.411492e-01 0.000000e+00 1.446076e-02 0.000000e+00
1875 9.620620e-04 6.391305e-03 0.000000e+00 0.000000e+00 2.840102e-04
1876 0.000000e+00 4.583222e-04 0.000000e+00 0.000000e+00 0.000000e+00
1877 9.620620e-04 6.391305e-03 0.000000e+00 0.000000e+00 2.840102e-04
1878 2.826389e-03 3.562033e-03 0.000000e+00 3.244640e-04 0.000000e+00
1879 2.767464e-03 6.107872e-02 0.000000e+00 7.826357e-03 0.000000e+00
1880 0.000000e+00 1.681609e-01 1.398955e-05 0.000000e+00 0.000000e+00
1881 0.000000e+00 3.287846e-04 0.000000e+00 2.840102e-04 0.000000e+00
1882 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1883 2.811219e-04 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
1884 9.799258e-06 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1885 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1886 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1887 1.298130e-03 4.140703e-03 0.000000e+00 6.449156e-04 8.660181e-04
1888 0.000000e+00 3.847918e-05 0.000000e+00 0.000000e+00 0.000000e+00
1889 0.000000e+00 2.840103e-04 0.000000e+00 0.000000e+00 1.619268e-04
1890 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
1891 2.902446e-04 1.957599e-03 0.000000e+00 3.694525e-03 0.000000e+00
1892 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1893 2.592445e-04 4.730466e-04 0.000000e+00 0.000000e+00 0.000000e+00
1894 2.048013e-05 2.840102e-04 0.000000e+00 1.035674e-04 0.000000e+00
1895 3.610595e-03 1.834814e-03 0.000000e+00 1.526379e-03 0.000000e+00
1896 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1897 2.826389e-03 3.562033e-03 0.000000e+00 3.244640e-04 0.000000e+00
1898 6.984541e-03 1.313484e-02 0.000000e+00 4.149999e-03 0.000000e+00
1899 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1900 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1901 1.703053e-03 0.000000e+00 0.000000e+00 2.813299e-04 0.000000e+00
1902 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1903 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1904 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1905 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1906 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1907 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
1908 3.255519e-04 0.000000e+00 0.000000e+00 3.886705e-05 0.000000e+00
1909 9.197767e-04 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
1910 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 8.520307e-04
1911 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 2.177991e-04
1912 4.373740e-04 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
1913 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.464420e-04
1914 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1915 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1916 1.025360e-03 3.796528e-04 0.000000e+00 1.583753e-04 2.838781e-04
1917 5.519195e-03 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
1918 2.279445e-03 5.559592e-04 0.000000e+00 0.000000e+00 0.000000e+00
1919 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.840102e-04
1920 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1921 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1922 4.561491e-05 0.000000e+00 0.000000e+00 0.000000e+00 2.840102e-04
1923 5.275420e-03 8.219316e-03 0.000000e+00 2.840102e-04 0.000000e+00
1924 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1925 3.333857e-04 1.533758e-03 0.000000e+00 7.605064e-04 0.000000e+00
1926 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1927 2.165077e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1928 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1929 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1930 2.840102e-04 9.829259e-03 0.000000e+00 1.416193e-03 0.000000e+00
1931 1.714575e-04 0.000000e+00 0.000000e+00 0.000000e+00 1.792415e-03
1932 1.702439e-03 0.000000e+00 0.000000e+00 8.520307e-04 2.290486e-03
1933 2.558120e-03 8.333952e-03 0.000000e+00 1.136041e-03 2.491999e-03
1934 3.085455e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1935 8.520306e-04 8.520306e-04 0.000000e+00 8.322209e-04 0.000000e+00
1936 1.909053e-04 4.352410e-03 0.000000e+00 2.160719e-04 0.000000e+00
1937 6.939149e-05 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
1938 4.943523e-04 5.672512e-04 0.000000e+00 0.000000e+00 0.000000e+00
1939 1.902770e-04 0.000000e+00 0.000000e+00 4.127843e-06 1.410211e-04
1940 2.837674e-04 7.927164e-03 0.000000e+00 1.407230e-04 2.840102e-04
1941 3.560041e-05 0.000000e+00 0.000000e+00 0.000000e+00 9.854571e-04
1942 5.202566e-04 8.520308e-04 0.000000e+00 0.000000e+00 1.386727e-03
1943 1.739373e-03 2.088716e-03 0.000000e+00 2.810834e-04 1.136041e-03
1944 8.754805e-04 0.000000e+00 0.000000e+00 0.000000e+00 5.990267e-06
1945 6.902927e-04 2.820362e-03 0.000000e+00 1.301122e-04 2.737173e-04
1946 6.484764e-06 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1947 8.520307e-04 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
1948 3.324333e-03 1.411926e-03 0.000000e+00 0.000000e+00 0.000000e+00
1949 5.786471e-03 1.030707e-02 0.000000e+00 2.589294e-03 0.000000e+00
1950 8.790469e-03 2.504937e-03 0.000000e+00 0.000000e+00 0.000000e+00
1951 3.744365e-03 1.893554e-03 0.000000e+00 6.406985e-04 0.000000e+00
1952 7.508500e-03 4.421356e-02 0.000000e+00 1.260715e-02 0.000000e+00
1953 6.639934e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1954 3.734996e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1955 5.682333e-04 3.600542e-04 0.000000e+00 1.420051e-03 0.000000e+00
1956 2.008984e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1957 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.840102e-04
1958 0.000000e+00 9.862884e-03 0.000000e+00 7.740777e-03 0.000000e+00
1959 4.401077e-04 9.020866e-04 0.000000e+00 0.000000e+00 0.000000e+00
1960 4.605969e-03 2.193009e-03 0.000000e+00 1.117554e-03 0.000000e+00
1961 4.109850e-04 2.114322e-03 3.872949e-05 0.000000e+00 0.000000e+00
1962 2.374604e-04 4.497302e-04 7.649633e-05 0.000000e+00 0.000000e+00
1963 1.291549e-03 4.644713e-04 0.000000e+00 0.000000e+00 0.000000e+00
1964 1.704062e-03 6.574362e-02 0.000000e+00 4.570003e-03 0.000000e+00
1965 2.646538e-04 5.112184e-03 0.000000e+00 8.520308e-04 0.000000e+00
1966 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1967 3.046605e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1968 1.988071e-03 5.680204e-04 0.000000e+00 5.680204e-04 0.000000e+00
1969 5.313316e-03 8.631619e-04 0.000000e+00 0.000000e+00 2.840102e-04
1970 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.122916e-07
1971 1.830964e-03 8.027323e-04 0.000000e+00 0.000000e+00 0.000000e+00
1972 2.828574e-03 1.277796e-03 0.000000e+00 0.000000e+00 0.000000e+00
1973 1.926533e-04 1.136041e-03 0.000000e+00 1.237188e-04 5.680204e-04
1974 2.241415e-03 1.133893e-03 0.000000e+00 8.345606e-04 0.000000e+00
1975 1.051880e-03 8.520308e-04 0.000000e+00 2.692631e-03 6.636040e-05
1976 1.335457e-03 4.555752e-02 0.000000e+00 4.244906e-03 0.000000e+00
1977 1.704062e-03 1.360053e-02 0.000000e+00 6.597554e-04 5.872491e-05
1978 1.409148e-03 1.421120e-03 0.000000e+00 1.356923e-03 0.000000e+00
1979 3.395258e-04 5.092974e-03 0.000000e+00 3.616896e-03 0.000000e+00
1980 1.704061e-03 3.623983e-02 0.000000e+00 4.340093e-03 0.000000e+00
1981 0.000000e+00 1.960478e-04 0.000000e+00 0.000000e+00 0.000000e+00
1982 4.925652e-05 4.676676e-02 0.000000e+00 1.604229e-02 0.000000e+00
1983 1.136041e-03 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
1984 5.936025e-04 5.680204e-04 0.000000e+00 8.520306e-04 0.000000e+00
1985 7.089769e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1986 1.648809e-04 3.400448e-05 0.000000e+00 6.209964e-06 0.000000e+00
1987 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1988 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.694613e-04
1989 2.173578e-04 2.865292e-03 0.000000e+00 8.613345e-04 0.000000e+00
1990 2.840102e-04 6.092949e-03 0.000000e+00 0.000000e+00 0.000000e+00
1991 3.676314e-03 2.276074e-03 0.000000e+00 4.630718e-03 0.000000e+00
1992 1.606688e-03 3.825245e-03 0.000000e+00 4.908760e-03 0.000000e+00
1993 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1994 8.520307e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
1995 1.136041e-03 1.994666e-03 0.000000e+00 3.619926e-03 3.529956e-05
1996 5.680205e-04 3.198384e-02 0.000000e+00 1.977369e-04 0.000000e+00
1997 1.005127e-03 2.506523e-03 0.000000e+00 2.840102e-04 0.000000e+00
1998 0.000000e+00 1.645999e-03 0.000000e+00 1.818289e-03 2.840102e-04
1999 2.849798e-04 6.831742e-03 0.000000e+00 1.723601e-03 3.085459e-04
2000 0.000000e+00 1.718717e-02 0.000000e+00 5.680204e-04 0.000000e+00
2001 4.263950e-06 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2002 4.050221e-03 1.525414e-02 0.000000e+00 5.976760e-03 0.000000e+00
2003 0.000000e+00 2.858729e-02 0.000000e+00 3.571492e-04 2.840102e-04
2004 3.918954e-04 4.110382e-03 0.000000e+00 1.248223e-03 0.000000e+00
2005 0.000000e+00 6.820059e-04 0.000000e+00 4.873328e-07 0.000000e+00
2006 9.641260e-04 3.096153e-01 0.000000e+00 1.216966e-03 0.000000e+00
2007 0.000000e+00 9.055202e-04 0.000000e+00 0.000000e+00 0.000000e+00
2008 7.560271e-04 5.584506e-03 0.000000e+00 0.000000e+00 0.000000e+00
2009 1.815939e-03 6.571305e-02 0.000000e+00 2.622819e-03 0.000000e+00
2010 2.840102e-04 1.410095e-02 0.000000e+00 1.460296e-03 2.840102e-04
2011 9.901113e-04 1.651490e-01 0.000000e+00 2.866604e-03 0.000000e+00
2012 1.420051e-03 9.801861e-02 0.000000e+00 2.964923e-03 0.000000e+00
2013 1.688385e-03 7.917805e-03 0.000000e+00 8.961412e-04 0.000000e+00
2014 5.680204e-04 5.322416e-02 0.000000e+00 2.730691e-03 7.602579e-04
2015 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2016 7.951516e-05 5.700812e-04 0.000000e+00 1.654225e-04 0.000000e+00
2017 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2018 2.236162e-04 9.185263e-02 2.840102e-04 1.437841e-03 0.000000e+00
2019 2.840102e-04 5.463108e-02 0.000000e+00 2.271854e-03 5.680204e-04
2020 0.000000e+00 4.801491e-02 0.000000e+00 3.672767e-04 0.000000e+00
2021 1.329365e-03 8.634993e-02 5.680204e-04 1.366798e-03 2.805038e-04
2022 8.520307e-04 1.089381e-01 0.000000e+00 1.538007e-03 8.884762e-06
2023 3.799703e-04 4.520719e-02 0.000000e+00 6.268536e-03 0.000000e+00
2024 2.314708e-04 1.207033e-01 0.000000e+00 9.678239e-03 0.000000e+00
2025 5.680204e-04 6.811699e-03 0.000000e+00 2.840102e-04 0.000000e+00
2026 7.140634e-05 1.027092e-01 0.000000e+00 1.170020e-03 0.000000e+00
2027 2.512746e-03 5.530803e-02 0.000000e+00 9.637509e-03 0.000000e+00
2028 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2029 8.520307e-04 3.920185e-04 0.000000e+00 1.878231e-04 0.000000e+00
2030 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2031 3.421974e-04 3.758999e-02 0.000000e+00 2.975760e-03 0.000000e+00
2032 3.339762e-04 3.499793e-02 0.000000e+00 2.742427e-03 0.000000e+00
2033 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2034 8.061256e-04 9.407168e-02 7.214258e-05 2.920920e-03 0.000000e+00
2035 7.895141e-04 2.351463e-02 0.000000e+00 2.225249e-03 0.000000e+00
2036 2.779482e-03 2.124846e-02 0.000000e+00 5.766781e-03 0.000000e+00
2037 5.680204e-04 5.489381e-04 0.000000e+00 3.828728e-04 0.000000e+00
2038 8.520306e-04 3.271618e-03 0.000000e+00 3.573444e-04 0.000000e+00
2039 0.000000e+00 1.726151e-03 0.000000e+00 2.010640e-04 0.000000e+00
2040 3.066787e-05 3.258471e-04 0.000000e+00 1.589829e-04 0.000000e+00
2041 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2042 8.952561e-04 2.957324e-02 0.000000e+00 6.231130e-04 0.000000e+00
2043 0.000000e+00 1.605366e-03 0.000000e+00 2.013835e-04 2.840102e-04
2044 1.420051e-03 1.557401e-02 0.000000e+00 2.876585e-06 0.000000e+00
2045 2.840102e-04 1.505688e-02 0.000000e+00 1.420051e-03 0.000000e+00
2046 1.136041e-03 7.072455e-02 0.000000e+00 1.191164e-03 0.000000e+00
2047 1.522975e-03 4.795125e-02 0.000000e+00 1.678155e-03 0.000000e+00
2048 2.163267e-05 5.708560e-04 0.000000e+00 0.000000e+00 0.000000e+00
2049 2.578821e-04 1.674042e-02 0.000000e+00 1.106022e-03 0.000000e+00
2050 1.038409e-06 9.363329e-03 0.000000e+00 1.317385e-03 0.000000e+00
2051 0.000000e+00 1.151809e-02 0.000000e+00 1.135653e-03 0.000000e+00
2052 1.374583e-03 4.247644e-02 0.000000e+00 1.704061e-03 0.000000e+00
2053 2.840102e-04 2.760574e-01 0.000000e+00 0.000000e+00 2.840102e-04
2054 0.000000e+00 4.819887e-02 0.000000e+00 0.000000e+00 0.000000e+00
2055 1.841400e-07 1.702345e-03 0.000000e+00 0.000000e+00 0.000000e+00
2056 5.680205e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2057 2.840102e-04 3.486118e-02 0.000000e+00 5.644825e-04 2.815922e-04
2058 8.186955e-04 1.930566e-02 0.000000e+00 2.948952e-04 0.000000e+00
2059 2.840102e-04 1.639143e-03 0.000000e+00 9.710440e-04 0.000000e+00
2060 1.685245e-03 8.250934e-03 0.000000e+00 4.544164e-03 0.000000e+00
2061 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2062 1.136041e-03 6.469458e-02 0.000000e+00 2.840102e-04 0.000000e+00
2063 5.654605e-04 1.728703e-02 0.000000e+00 2.840102e-04 0.000000e+00
2064 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
2065 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2066 0.000000e+00 2.914035e-03 0.000000e+00 8.007867e-04 0.000000e+00
2067 1.784691e-03 1.060060e-02 0.000000e+00 2.840102e-04 0.000000e+00
2068 2.736249e-03 3.980279e-03 0.000000e+00 1.414628e-03 2.840102e-04
2069 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.840102e-04
2070 2.840102e-04 0.000000e+00 0.000000e+00 2.620923e-04 0.000000e+00
2071 0.000000e+00 7.952182e-04 0.000000e+00 0.000000e+00 0.000000e+00
2072 4.571154e-03 2.654208e-02 0.000000e+00 1.034931e-03 0.000000e+00
2073 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2074 0.000000e+00 1.989133e-03 0.000000e+00 0.000000e+00 0.000000e+00
2075 0.000000e+00 1.776011e-02 0.000000e+00 0.000000e+00 0.000000e+00
2076 0.000000e+00 8.173998e-02 0.000000e+00 0.000000e+00 0.000000e+00
2077 0.000000e+00 1.447217e-02 0.000000e+00 0.000000e+00 0.000000e+00
2078 0.000000e+00 3.896249e-02 0.000000e+00 0.000000e+00 0.000000e+00
2079 0.000000e+00 1.522460e-02 0.000000e+00 0.000000e+00 0.000000e+00
2080 2.238019e-04 2.547437e-02 0.000000e+00 0.000000e+00 0.000000e+00
2081 0.000000e+00 1.069166e-02 0.000000e+00 0.000000e+00 2.840102e-04
2082 0.000000e+00 1.623440e-03 0.000000e+00 0.000000e+00 0.000000e+00
2083 0.000000e+00 5.560335e-03 0.000000e+00 0.000000e+00 1.718368e-04
2084 0.000000e+00 3.048656e-02 0.000000e+00 0.000000e+00 2.489271e-04
2085 0.000000e+00 2.513075e-02 0.000000e+00 0.000000e+00 0.000000e+00
2086 1.927060e-04 8.520407e-04 0.000000e+00 0.000000e+00 0.000000e+00
2087 5.680205e-04 8.326721e-03 0.000000e+00 0.000000e+00 0.000000e+00
2088 0.000000e+00 7.854301e-03 0.000000e+00 0.000000e+00 0.000000e+00
2089 0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
2090 0.000000e+00 8.770934e-02 0.000000e+00 1.653315e-04 0.000000e+00
2091 0.000000e+00 1.192843e-02 0.000000e+00 0.000000e+00 0.000000e+00
2092 4.562670e-03 5.026970e-02 7.082339e-06 0.000000e+00 0.000000e+00
2093 1.911587e-03 2.864526e-02 0.000000e+00 0.000000e+00 1.369851e-04
2094 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2095 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2096 1.290233e-03 1.113422e-02 0.000000e+00 1.737586e-03 0.000000e+00
2097 5.680204e-04 2.823478e-04 0.000000e+00 0.000000e+00 0.000000e+00
2098 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2099 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2100 8.301594e-04 1.708806e-03 0.000000e+00 2.757566e-04 0.000000e+00
2101 2.840102e-04 5.441968e-04 0.000000e+00 0.000000e+00 5.156756e-04
2102 8.412039e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2103 9.707150e-05 8.511438e-02 0.000000e+00 0.000000e+00 0.000000e+00
2104 3.385093e-04 8.526548e-05 0.000000e+00 0.000000e+00 0.000000e+00
2105 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2106 2.402671e-04 2.205342e-02 0.000000e+00 2.840102e-04 0.000000e+00
2107 2.840103e-04 3.337933e-04 0.000000e+00 0.000000e+00 0.000000e+00
2108 1.405556e-03 7.683766e-03 0.000000e+00 5.568790e-03 0.000000e+00
2109 3.910493e-03 1.161255e-01 0.000000e+00 6.933909e-03 0.000000e+00
2110 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2111 1.754116e-03 3.136337e-02 0.000000e+00 4.561328e-03 0.000000e+00
2112 5.533535e-03 3.219333e-02 0.000000e+00 2.393668e-02 0.000000e+00
2113 0.000000e+00 2.259946e-07 0.000000e+00 0.000000e+00 2.440524e-04
2114 2.840102e-04 3.306836e-02 0.000000e+00 2.977551e-04 0.000000e+00
2115 0.000000e+00 3.780697e-07 0.000000e+00 0.000000e+00 0.000000e+00
2116 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
2117 0.000000e+00 1.776275e-02 0.000000e+00 5.708261e-04 0.000000e+00
2118 2.840102e-04 4.567829e-02 0.000000e+00 2.080553e-04 0.000000e+00
2119 0.000000e+00 8.577997e-04 0.000000e+00 0.000000e+00 0.000000e+00
2120 0.000000e+00 1.463630e-03 0.000000e+00 0.000000e+00 0.000000e+00
2121 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2122 0.000000e+00 2.580704e-01 0.000000e+00 1.420051e-03 0.000000e+00
2123 5.440455e-04 5.097692e-02 0.000000e+00 7.043440e-04 0.000000e+00
2124 0.000000e+00 3.886035e-03 0.000000e+00 0.000000e+00 0.000000e+00
2125 5.680205e-04 1.987657e-03 0.000000e+00 2.840103e-04 1.962131e-04
2126 0.000000e+00 5.116879e-04 0.000000e+00 0.000000e+00 8.787282e-05
2127 4.798531e-04 1.168221e-03 0.000000e+00 2.677177e-04 0.000000e+00
2128 1.136041e-03 1.516100e-02 0.000000e+00 0.000000e+00 2.414410e-07
2129 0.000000e+00 2.339773e-02 0.000000e+00 2.839128e-04 0.000000e+00
2130 0.000000e+00 5.977420e-04 0.000000e+00 0.000000e+00 0.000000e+00
2131 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2132 5.898727e-03 3.992706e-02 0.000000e+00 3.132027e-03 1.068257e-03
2133 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2134 3.281661e-04 5.259569e-03 0.000000e+00 1.993655e-03 8.228782e-04
2135 8.520307e-04 2.840102e-04 0.000000e+00 2.840102e-04 0.000000e+00
2136 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 7.931205e-04
2137 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2138 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2139 8.049404e-04 8.520306e-04 0.000000e+00 0.000000e+00 0.000000e+00
2140 0.000000e+00 0.000000e+00 0.000000e+00 1.061241e-04 0.000000e+00
2141 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2142 0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
2143 0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
2144 0.000000e+00 8.400461e-02 0.000000e+00 4.650009e-03 0.000000e+00
2145 3.023773e-03 4.140997e-02 0.000000e+00 8.909812e-03 0.000000e+00
2146 0.000000e+00 6.390549e-04 0.000000e+00 0.000000e+00 0.000000e+00
2147 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 1.136041e-03
2148 4.670648e-03 4.429461e-02 0.000000e+00 1.165873e-02 0.000000e+00
2149 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2150 2.706348e-03 5.809433e-02 2.840102e-04 1.118470e-02 0.000000e+00
2151 0.000000e+00 1.239531e-05 0.000000e+00 0.000000e+00 0.000000e+00
2152 0.000000e+00 6.375990e-04 0.000000e+00 5.680204e-04 0.000000e+00
2153 0.000000e+00 2.840103e-04 0.000000e+00 0.000000e+00 5.680205e-04
2154 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2155 8.831415e-06 8.146184e-03 0.000000e+00 0.000000e+00 0.000000e+00
2156 5.680204e-04 2.910514e-02 0.000000e+00 5.680204e-04 0.000000e+00
2157 5.680204e-04 1.012101e-02 0.000000e+00 1.050268e-03 0.000000e+00
2158 1.150738e-04 2.811986e-01 0.000000e+00 8.518316e-04 0.000000e+00
2159 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2160 0.000000e+00 3.460847e-02 0.000000e+00 5.680204e-04 0.000000e+00
2161 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2162 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2163 1.136041e-03 2.446143e-03 0.000000e+00 1.059189e-04 0.000000e+00
2164 2.840102e-04 5.680204e-04 0.000000e+00 5.680204e-04 0.000000e+00
2165 2.148322e-03 4.877954e-02 0.000000e+00 8.861791e-03 2.458396e-04
2166 2.840102e-04 4.095659e-02 0.000000e+00 2.605514e-04 0.000000e+00
2167 0.000000e+00 8.669313e-04 0.000000e+00 0.000000e+00 0.000000e+00
2168 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2169 1.966602e-04 0.000000e+00 0.000000e+00 0.000000e+00 4.556863e-04
2170 1.017447e-03 2.943304e-03 0.000000e+00 1.181947e-03 0.000000e+00
2171 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
2172 0.000000e+00 3.096302e-04 0.000000e+00 0.000000e+00 0.000000e+00
2173 2.809578e-04 1.286103e-03 0.000000e+00 0.000000e+00 0.000000e+00
2174 3.408123e-03 1.476853e-02 0.000000e+00 2.840102e-04 0.000000e+00
2175 2.432674e-04 1.311223e-02 0.000000e+00 8.520308e-04 0.000000e+00
2176 5.680204e-04 1.868436e-02 0.000000e+00 5.680204e-04 0.000000e+00
2177 2.840102e-04 1.703148e-03 0.000000e+00 2.840102e-04 0.000000e+00
2178 5.716727e-04 1.246710e-01 0.000000e+00 2.840102e-04 0.000000e+00
2179 1.782328e-04 7.847670e-04 0.000000e+00 0.000000e+00 0.000000e+00
2180 0.000000e+00 2.423324e-05 0.000000e+00 0.000000e+00 0.000000e+00
2181 0.000000e+00 1.384075e-02 0.000000e+00 0.000000e+00 0.000000e+00
2182 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2183 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2184 2.379342e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2185 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2186 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2187 9.930901e-07 1.275173e-04 0.000000e+00 0.000000e+00 0.000000e+00
2188 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2189 1.005708e-03 0.000000e+00 0.000000e+00 3.553861e-04 0.000000e+00
2190 1.501033e-03 0.000000e+00 0.000000e+00 5.799992e-04 0.000000e+00
2191 2.485253e-03 5.418598e-04 0.000000e+00 5.680204e-04 0.000000e+00
2192 0.000000e+00 8.520307e-04 0.000000e+00 2.840102e-04 0.000000e+00
2193 0.000000e+00 2.726236e-04 0.000000e+00 0.000000e+00 0.000000e+00
2194 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2195 2.840102e-03 2.668152e-02 0.000000e+00 2.797690e-03 0.000000e+00
2196 0.000000e+00 5.333520e-04 0.000000e+00 0.000000e+00 0.000000e+00
2197 2.399964e-03 4.905606e-03 0.000000e+00 5.188037e-03 0.000000e+00
2198 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2199 5.571273e-04 2.361240e-03 0.000000e+00 5.971963e-05 0.000000e+00
2200 1.504897e-03 5.386268e-04 0.000000e+00 0.000000e+00 0.000000e+00
2201 2.840102e-04 1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00
2202 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2203 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2204 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2205 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 2.840102e-04
2206 1.704660e-03 2.840102e-03 0.000000e+00 4.239760e-03 0.000000e+00
2207 4.579030e-03 1.414332e-01 0.000000e+00 1.446076e-02 0.000000e+00
2208 4.841159e-04 6.267376e-03 0.000000e+00 0.000000e+00 2.840102e-04
2209 0.000000e+00 4.583222e-04 0.000000e+00 0.000000e+00 0.000000e+00
2210 4.841159e-04 6.267376e-03 0.000000e+00 0.000000e+00 2.840102e-04
2211 2.826389e-03 3.562033e-03 0.000000e+00 3.244640e-04 0.000000e+00
2212 1.631423e-03 6.051070e-02 0.000000e+00 7.826357e-03 0.000000e+00
2213 0.000000e+00 1.684449e-01 1.398955e-05 0.000000e+00 0.000000e+00
2214 0.000000e+00 3.287846e-04 0.000000e+00 0.000000e+00 0.000000e+00
2215 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2216 2.811219e-04 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
2217 9.799258e-06 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2218 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2219 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2220 1.298130e-03 4.424713e-03 0.000000e+00 1.212936e-03 8.660181e-04
2221 0.000000e+00 3.847918e-05 0.000000e+00 0.000000e+00 0.000000e+00
2222 0.000000e+00 2.840103e-04 0.000000e+00 0.000000e+00 1.619268e-04
2223 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
2224 2.902446e-04 2.241609e-03 0.000000e+00 3.694525e-03 0.000000e+00
2225 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2226 2.592445e-04 4.730466e-04 0.000000e+00 0.000000e+00 0.000000e+00
2227 2.048013e-05 2.840102e-04 0.000000e+00 1.035674e-04 0.000000e+00
2228 3.610595e-03 1.834814e-03 0.000000e+00 1.526379e-03 0.000000e+00
2229 6.712399e-04 5.404619e-04 0.000000e+00 2.840102e-04 0.000000e+00
2230 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2231 2.826389e-03 3.562033e-03 0.000000e+00 3.244640e-04 0.000000e+00
2232 6.984541e-03 1.313484e-02 0.000000e+00 4.149999e-03 0.000000e+00
2233 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2234 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2235 1.703053e-03 0.000000e+00 0.000000e+00 2.813299e-04 0.000000e+00
2236 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2237 1.688974e-03 4.050528e-04 0.000000e+00 9.678610e-05 0.000000e+00
2238 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2239 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2240 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2241 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2242 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
2243 3.255519e-04 0.000000e+00 0.000000e+00 3.886705e-05 0.000000e+00
2244 9.197767e-04 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
2245 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 8.520307e-04
2246 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 2.177991e-04
2247 4.373740e-04 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00
2248 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 4.464420e-04
2249 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2250 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2251 1.025360e-03 3.796528e-04 0.000000e+00 1.583753e-04 5.676290e-04
2252 2.279445e-03 5.559592e-04 0.000000e+00 0.000000e+00 0.000000e+00
2253 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2254 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2255 4.561491e-05 0.000000e+00 0.000000e+00 0.000000e+00 2.840102e-04
2256 5.275420e-03 8.219316e-03 0.000000e+00 2.840102e-04 0.000000e+00
2257 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2258 3.333857e-04 1.533758e-03 0.000000e+00 7.605064e-04 0.000000e+00
2259 0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
2260 2.165077e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2261 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2262 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2263 2.840102e-04 9.829259e-03 0.000000e+00 1.416193e-03 0.000000e+00
2264 1.714575e-04 0.000000e+00 0.000000e+00 0.000000e+00 1.792415e-03
2265 1.702439e-03 0.000000e+00 0.000000e+00 8.520307e-04 2.692095e-03
2266 2.558120e-03 8.333952e-03 0.000000e+00 1.136041e-03 2.207989e-03
2267 3.085455e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00
2268 8.520306e-04 8.520306e-04 0.000000e+00 8.322209e-04 0.000000e+00
2269 1.909053e-04 4.352410e-03 0.000000e+00 2.160719e-04 0.000000e+00
2270 6.939149e-05 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00
2271 4.943523e-04 5.672512e-04 0.000000e+00 0.000000e+00 0.000000e+00
2272 1.902770e-04 5.680204e-04 0.000000e+00 4.127843e-06 1.410211e-04
           lc_120       lc_130       lc_140       lc_150       lc_181
1    0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2    0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
3    0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
4    0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
5    0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
6    0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
7    0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
8    0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 3.498722e-04
9    0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
10   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
11   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
12   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
13   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
14   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
15   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
16   0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
17   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
18   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
19   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
20   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
21   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
22   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
23   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
24   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
25   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
26   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
27   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.840102e-04
28   0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
29   0.000000e+00 0.000000e+00 0.0000000000 1.913216e-04 2.801264e-04
30   2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
31   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
32   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
33   1.749634e-04 0.000000e+00 0.0000000000 8.520306e-04 0.000000e+00
34   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
35   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
36   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
37   0.000000e+00 0.000000e+00 0.0000000000 1.131335e-04 0.000000e+00
38   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
39   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
40   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
41   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
42   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
43   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
44   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
45   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 6.825975e-04
46   0.000000e+00 0.000000e+00 0.0000000000 9.439089e-04 0.000000e+00
47   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 4.963645e-04
48   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
49   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
50   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
51   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
52   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
53   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
54   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
55   0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
56   0.000000e+00 0.000000e+00 0.0000000000 9.847001e-06 0.000000e+00
57   0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
58   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
59   0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
60   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
61   0.000000e+00 0.000000e+00 0.0000000000 3.563892e-04 0.000000e+00
62   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
63   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
64   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
65   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
66   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
67   0.000000e+00 0.000000e+00 0.0000000000 3.853315e-05 0.000000e+00
68   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
69   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
70   0.000000e+00 0.000000e+00 0.0000000000 1.371264e-03 0.000000e+00
71   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
72   0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 5.680204e-04
73   0.000000e+00 0.000000e+00 0.0000000000 5.680204e-04 0.000000e+00
74   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 7.385176e-05
75   0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
76   0.000000e+00 0.000000e+00 0.0000000000 1.089533e-04 0.000000e+00
77   0.000000e+00 0.000000e+00 0.0000000000 4.928880e-04 0.000000e+00
78   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
79   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
80   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
81   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
82   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
83   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
84   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
85   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
86   0.000000e+00 0.000000e+00 0.0000000000 6.795039e-06 0.000000e+00
87   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
88   0.000000e+00 0.000000e+00 0.0000000000 6.755746e-05 0.000000e+00
89   0.000000e+00 0.000000e+00 0.0000000000 6.214105e-05 0.000000e+00
90   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
91   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
92   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
93   1.616231e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
94   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
95   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
96   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
97   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
98   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
99   0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
100  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
101  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
102  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
103  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
104  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
105  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
106  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
107  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.208010e-03
108  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
109  0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
110  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
111  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
112  0.000000e+00 0.000000e+00 0.0002840102 0.000000e+00 1.679018e-03
113  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
114  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
115  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
116  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
117  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
118  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
119  0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
120  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
121  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
122  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
123  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
124  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 7.107916e-04
125  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
126  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
127  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
128  0.000000e+00 0.000000e+00 0.0000000000 4.428966e-04 0.000000e+00
129  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
130  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
131  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 3.045118e-04
132  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
133  0.000000e+00 0.000000e+00 0.0000000000 1.277017e-04 1.323903e-05
134  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
135  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
136  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
137  0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 1.704061e-03
138  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
139  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
140  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.686199e-05
141  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.212305e-03
142  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
143  0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
144  0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 4.297340e-04
145  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 8.866405e-04
146  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
147  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
148  0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
149  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
150  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
151  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
152  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
153  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
154  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
155  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
156  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.136041e-03
157  1.956931e-04 0.000000e+00 0.0000000000 0.000000e+00 4.374809e-04
158  0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
159  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
160  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
161  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
162  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 5.680204e-04
163  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
164  1.759321e-05 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
165  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 5.680204e-04
166  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
167  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
168  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
169  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
170  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
171  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
172  0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
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1911 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
1912 0.000000e+00 0.000000e+00 0.0000000000 1.913216e-04 2.836685e-04
1913 2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1914 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1915 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1916 1.749634e-04 0.000000e+00 0.0000000000 8.520306e-04 0.000000e+00
1917 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1918 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1919 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1920 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1921 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1922 2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1923 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1924 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1925 2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 8.520307e-04
1926 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1927 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1928 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1929 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1930 2.451786e-04 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
1931 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 3.331327e-04
1932 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
1933 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.840103e-04
1934 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1935 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1936 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
1937 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1938 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1939 0.000000e+00 0.000000e+00 0.0000000000 4.972771e-07 0.000000e+00
1940 0.000000e+00 0.000000e+00 0.0000000000 7.618996e-04 0.000000e+00
1941 0.000000e+00 0.000000e+00 0.0000000000 9.847001e-06 0.000000e+00
1942 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
1943 2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1944 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
1945 0.000000e+00 0.000000e+00 0.0000000000 3.563892e-04 0.000000e+00
1946 0.000000e+00 0.000000e+00 0.0000000000 2.712594e-04 0.000000e+00
1947 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1948 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1949 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1950 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1951 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1952 0.000000e+00 0.000000e+00 0.0000000000 3.853315e-05 0.000000e+00
1953 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1954 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1955 0.000000e+00 0.000000e+00 0.0000000000 1.371264e-03 0.000000e+00
1956 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1957 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 2.840102e-04
1958 0.000000e+00 0.000000e+00 0.0000000000 5.680204e-04 0.000000e+00
1959 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1960 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
1961 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1962 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1963 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1964 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1965 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
1966 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1967 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1968 0.000000e+00 0.000000e+00 0.0000000000 8.520306e-04 0.000000e+00
1969 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1970 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1971 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1972 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1973 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1974 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1975 2.840102e-04 0.000000e+00 0.0000000000 6.795039e-06 6.312797e-04
1976 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1977 0.000000e+00 0.000000e+00 0.0000000000 6.755746e-05 0.000000e+00
1978 0.000000e+00 0.000000e+00 0.0000000000 6.214105e-05 0.000000e+00
1979 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1980 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1981 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1982 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1983 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1984 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1985 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1986 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1987 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1988 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1989 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1990 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1991 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1992 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1993 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1994 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1995 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1996 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1997 2.393464e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1998 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
1999 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2000 0.000000e+00 0.000000e+00 0.0000000000 2.339328e-04 0.000000e+00
2001 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 7.854078e-04
2002 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2003 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2004 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2005 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2006 0.000000e+00 0.000000e+00 0.0002840102 5.680204e-04 7.261647e-04
2007 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2008 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2009 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2010 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2011 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2012 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2013 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2014 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2015 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2016 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2017 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2018 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2019 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2020 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2021 0.000000e+00 0.000000e+00 0.0000000000 4.428966e-04 0.000000e+00
2022 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2023 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2024 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2025 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2026 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 3.045118e-04
2027 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2028 0.000000e+00 0.000000e+00 0.0000000000 1.277017e-04 2.972493e-04
2029 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2030 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 9.821542e-07
2031 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2032 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2033 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 3.004201e-03
2034 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2035 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2036 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.746630e-05
2037 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.033029e-03
2038 0.000000e+00 0.000000e+00 0.0000000000 4.787841e-04 0.000000e+00
2039 8.849702e-05 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2040 5.680204e-04 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2041 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 5.680204e-04
2042 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2043 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2044 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2045 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2046 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2047 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2048 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2049 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2050 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2051 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2052 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2053 0.000000e+00 2.801681e-04 0.0000000000 6.019657e-04 0.000000e+00
2054 0.000000e+00 5.680204e-04 0.0000000000 0.000000e+00 0.000000e+00
2055 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2056 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.136041e-03
2057 1.472725e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2058 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2059 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2060 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2061 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2062 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2063 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2064 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2065 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2066 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 5.680204e-04
2067 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2068 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2069 2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2070 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2071 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2072 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2073 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2074 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2075 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2076 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2077 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 1.488885e-04
2078 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2079 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2080 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2081 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2082 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2083 0.000000e+00 0.000000e+00 0.0000000000 6.758110e-04 0.000000e+00
2084 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2085 2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 8.520307e-04
2086 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2087 5.680205e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2088 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2089 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2090 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2091 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2092 1.752963e-05 0.000000e+00 0.0000000000 1.625777e-04 0.000000e+00
2093 0.000000e+00 0.000000e+00 0.0000000000 2.701713e-04 0.000000e+00
2094 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2095 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2096 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2097 5.625446e-04 0.000000e+00 0.0000000000 1.064590e-03 9.981497e-05
2098 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2099 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2100 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2101 3.997051e-06 0.000000e+00 0.0000000000 2.840102e-04 1.918920e-03
2102 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2103 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 5.680204e-04
2104 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2105 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2106 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2107 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2108 0.000000e+00 0.000000e+00 0.0000000000 2.655014e-04 1.001654e-06
2109 0.000000e+00 0.000000e+00 0.0000000000 1.131678e-03 0.000000e+00
2110 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2111 0.000000e+00 0.000000e+00 0.0000000000 2.818283e-06 2.624928e-03
2112 0.000000e+00 0.000000e+00 0.0000000000 5.680204e-04 0.000000e+00
2113 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 7.449928e-05
2114 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2115 2.833978e-04 0.000000e+00 0.0000000000 0.000000e+00 5.774643e-05
2116 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2117 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2118 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2119 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2120 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2121 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2122 0.000000e+00 0.000000e+00 0.0000000000 1.879191e-04 0.000000e+00
2123 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.950880e-04
2124 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 8.520307e-04
2125 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.119870e-04
2126 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 6.798049e-03
2127 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2128 2.840102e-04 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2129 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2130 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2131 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2132 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2133 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2134 0.000000e+00 0.000000e+00 0.0000000000 5.680204e-04 0.000000e+00
2135 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2136 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2137 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2138 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2139 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2140 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2141 0.000000e+00 0.000000e+00 0.0000000000 2.906682e-05 0.000000e+00
2142 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.624452e-04
2143 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.840102e-04
2144 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2145 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2146 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2147 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 7.890096e-04
2148 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2149 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2150 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.376961e-03
2151 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2152 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2153 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2154 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2155 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2156 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.431245e-03
2157 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 5.983940e-03
2158 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.788101e-04
2159 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2160 0.000000e+00 0.000000e+00 0.0000000000 5.680204e-04 0.000000e+00
2161 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 8.520308e-04
2162 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2163 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2164 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2165 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 3.674368e-04
2166 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.273657e-03
2167 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2168 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2169 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2170 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 4.322272e-04
2171 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2172 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2173 0.000000e+00 0.000000e+00 0.0000000000 2.756940e-04 0.000000e+00
2174 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2175 0.000000e+00 0.000000e+00 0.0000000000 6.234073e-05 0.000000e+00
2176 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2177 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2178 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2179 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2180 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2181 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 9.481670e-03
2182 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2183 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2184 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2185 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2186 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2187 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2188 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2189 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2190 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2191 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2192 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2193 0.000000e+00 0.000000e+00 0.0000000000 1.415607e-05 0.000000e+00
2194 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2195 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2196 0.000000e+00 0.000000e+00 0.0000000000 1.990033e-04 0.000000e+00
2197 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2198 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2199 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2200 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2201 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2202 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2203 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2204 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2205 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2206 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.407390e-03
2207 1.081194e-05 0.000000e+00 0.0000000000 5.177785e-04 1.046219e-02
2208 2.345957e-03 2.209647e-02 0.0000000000 1.680386e-05 5.680204e-04
2209 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2210 2.345957e-03 2.209647e-02 0.0000000000 1.680386e-05 5.680204e-04
2211 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2212 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2213 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2214 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2215 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2216 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2217 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2218 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2219 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2220 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2221 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2222 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 5.248071e-04
2223 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2224 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2225 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2226 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2227 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2228 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2229 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2230 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2231 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2232 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2233 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2234 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2235 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2236 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2237 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.840102e-04
2238 2.836291e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2239 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2240 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2241 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2242 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2243 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2244 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2245 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 2.840102e-04
2246 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2247 0.000000e+00 0.000000e+00 0.0000000000 1.913216e-04 5.637949e-04
2248 2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2249 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2250 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2251 1.749634e-04 0.000000e+00 0.0000000000 8.520306e-04 0.000000e+00
2252 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2253 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2254 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2255 2.840102e-04 0.000000e+00 0.0000000000 6.736077e-06 0.000000e+00
2256 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2257 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2258 2.840102e-04 0.000000e+00 0.0000000000 0.000000e+00 8.520307e-04
2259 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2260 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2261 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2262 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2263 2.451786e-04 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2264 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 1.975723e-04
2265 0.000000e+00 0.000000e+00 0.0000000000 8.520307e-04 0.000000e+00
2266 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 4.963645e-04
2267 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2268 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2269 0.000000e+00 0.000000e+00 0.0000000000 2.840102e-04 0.000000e+00
2270 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2271 0.000000e+00 0.000000e+00 0.0000000000 0.000000e+00 0.000000e+00
2272 0.000000e+00 0.000000e+00 0.0000000000 4.972771e-07 0.000000e+00
           lc_182       lc_183       lc_186       lc_187      lc_190
1    0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.885991156
2    0.000000e+00 1.040362e-03 0.000000e+00 0.000000e+00 0.920628786
3    0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.945649385
4    0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.910142183
5    0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.879684210
6    0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.606327951
7    2.730795e-03 1.625092e-04 0.000000e+00 0.000000e+00 0.770945966
8    3.866758e-03 8.435799e-03 0.000000e+00 0.000000e+00 0.656030893
9    3.821116e-03 1.217414e-02 0.000000e+00 0.000000e+00 0.499710858
10   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.722860813
11   8.520307e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.969729304
12   3.531899e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.966660678
13   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.948134601
14   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.931278348
15   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.724746346
16   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.617027223
17   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.469466835
18   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.923911810
19   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.920515478
20   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.845431626
21   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.973224401
22   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.930061519
23   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.958873391
24   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.800489902
25   5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.916716933
26   0.000000e+00 1.153796e-03 0.000000e+00 0.000000e+00 0.817223608
27   5.112184e-03 6.212548e-03 0.000000e+00 0.000000e+00 0.623555064
28   6.233617e-04 1.363505e-06 0.000000e+00 0.000000e+00 0.871938825
29   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.660290062
30   1.136041e-03 2.840102e-03 0.000000e+00 0.000000e+00 0.632151842
31   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.991731703
32   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.924200952
33   1.263287e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.676824391
34   2.138378e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.883024573
35   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.856554508
36   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.814022064
37   3.528600e-03 6.490744e-03 0.000000e+00 0.000000e+00 0.868777812
38   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.799363971
39   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.931274533
40   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.922747850
41   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.881971121
42   8.419303e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.768742561
43   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.919838727
44   5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.473920256
45   1.505537e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.792031527
46   1.136041e-03 2.840102e-04 0.000000e+00 0.000000e+00 0.656571865
47   5.259693e-03 5.490312e-04 0.000000e+00 0.000000e+00 0.650228679
48   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.833345771
49   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.457380712
50   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.390099049
51   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.402616024
52   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.594263434
53   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.867248595
54   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.926990151
55   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.858214438
56   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.817110360
57   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.779419184
58   3.308245e-09 7.761513e-05 0.000000e+00 0.000000e+00 0.784465492
59   4.542301e-03 5.034384e-03 0.000000e+00 0.000000e+00 0.695966125
60   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.898667336
61   4.528599e-03 1.604944e-03 0.000000e+00 0.000000e+00 0.726377130
62   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.615277052
63   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.773248374
64   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.611701667
65   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.692476928
66   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.491132528
67   4.703532e-04 2.674729e-05 0.000000e+00 0.000000e+00 0.198259175
68   7.568226e-03 9.868074e-04 0.000000e+00 0.000000e+00 0.736646354
69   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.771984041
70   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.482604802
71   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.618562162
72   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.863131702
73   2.444756e-03 1.891108e-03 0.000000e+00 0.000000e+00 0.414719105
74   2.209076e-02 2.312447e-04 0.000000e+00 0.000000e+00 0.684091210
75   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.534012794
76   1.907789e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.866689861
77   1.129153e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.946362078
78   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.858488441
79   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.253482699
80   2.020896e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.698154628
81   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.538995624
82   6.380118e-05 5.019428e-04 0.000000e+00 0.000000e+00 0.806649148
83   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.592307091
84   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.745522499
85   1.191425e-03 2.840102e-04 0.000000e+00 0.000000e+00 0.686479986
86   6.682968e-03 5.680204e-04 0.000000e+00 0.000000e+00 0.701739192
87   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.544906735
88   2.120127e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.747570634
89   1.420051e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.592322826
90   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.101043724
91   1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.722968161
92   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.046012092
93   0.000000e+00 2.436736e-03 0.000000e+00 0.000000e+00 0.642774820
94   5.680204e-04 2.840102e-04 0.000000e+00 0.000000e+00 0.567984998
95   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.276692480
96   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.535257339
97   0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.845815957
98   2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.696544468
99   1.988071e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.627983391
100  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.642485917
101  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.381905466
102  1.000946e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.712415993
103  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.595637441
104  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.541187644
105  1.739159e-03 2.555675e-03 0.000000e+00 0.000000e+00 0.792828500
106  5.964215e-03 2.840103e-04 0.000000e+00 0.000000e+00 0.523816168
107  5.758784e-03 3.669318e-03 0.000000e+00 0.000000e+00 0.881882727
108  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.740267932
109  8.520306e-04 8.520306e-04 0.000000e+00 0.000000e+00 0.087238349
110  0.000000e+00 3.082832e-03 0.000000e+00 5.877148e-02 0.765146196
111  0.000000e+00 4.106306e-03 0.000000e+00 3.922734e-02 0.912708879
112  1.770461e-03 2.553678e-03 0.000000e+00 4.842177e-03 0.158100933
113  0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.970304668
114  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.937621117
115  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.828039765
116  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.866517007
117  2.526371e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.944097519
118  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.921696067
119  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.398484141
120  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.478152245
121  0.000000e+00 1.470567e-07 0.000000e+00 0.000000e+00 0.887649119
122  0.000000e+00 2.692538e-04 0.000000e+00 3.992466e-05 0.859595656
123  0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.471685141
124  0.000000e+00 3.953607e-04 0.000000e+00 0.000000e+00 0.878986657
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1739 5.396195e-03 2.838290e-04 0.000000e+00 0.000000e+00 0.801781535
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1741 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.831120133
1742 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.893820226
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1744 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.910891891
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1746 0.000000e+00 3.656290e-03 0.000000e+00 3.942636e-03 0.746107221
1747 0.000000e+00 6.343358e-06 0.000000e+00 3.305635e-06 0.506951630
1748 1.320975e-02 3.434180e-02 1.533655e-02 6.194044e-02 0.424714833
1749 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.612910986
1750 1.704061e-03 2.699717e-04 0.000000e+00 0.000000e+00 0.395976961
1751 2.840102e-04 4.000563e-03 0.000000e+00 2.691551e-02 0.517465115
1752 1.774821e-03 1.419418e-03 0.000000e+00 0.000000e+00 0.855345786
1753 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.833767891
1754 6.206112e-03 0.000000e+00 8.305212e-03 4.168089e-02 0.095206991
1755 4.343528e-03 1.290464e-02 0.000000e+00 2.612894e-02 0.375135839
1756 4.541675e-03 1.348121e-03 1.631230e-03 5.864840e-03 0.698409438
1757 4.638390e-03 1.025376e-02 0.000000e+00 3.527955e-02 0.784834623
1758 1.704062e-03 1.136041e-03 0.000000e+00 0.000000e+00 0.017824931
1759 5.352635e-05 4.129664e-05 0.000000e+00 0.000000e+00 0.706866860
1760 4.445743e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.884207487
1761 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.007099660
1762 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.923695624
1763 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.703475416
1764 8.176077e-04 2.711289e-04 0.000000e+00 8.415469e-04 0.845025420
1765 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.976922333
1766 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.949087799
1767 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.565923512
1768 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.771453857
1769 7.030917e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.752962232
1770 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.941192389
1771 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.997340322
1772 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.882346869
1773 1.512075e-02 5.680204e-04 0.000000e+00 0.000000e+00 0.780695617
1774 3.324006e-03 3.419268e-03 0.000000e+00 0.000000e+00 0.821461260
1775 1.704061e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.691530287
1776 0.000000e+00 1.937229e-04 0.000000e+00 0.000000e+00 0.934189081
1777 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.853815973
1778 2.261655e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.520122945
1779 1.816455e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.933919251
1780 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.809217215
1781 0.000000e+00 1.669847e-03 0.000000e+00 6.643617e-04 0.955185771
1782 2.840102e-04 0.000000e+00 0.000000e+00 6.149175e-03 0.580418944
1783 1.123925e-04 3.895166e-04 0.000000e+00 0.000000e+00 0.976118684
1784 6.495125e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.312680513
1785 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.767685056
1786 5.370390e-03 2.531956e-03 0.000000e+00 0.000000e+00 0.781872809
1787 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.334096253
1788 5.010449e-03 7.181169e-03 0.000000e+00 0.000000e+00 0.775179565
1789 4.464691e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.969925940
1790 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.654910624
1791 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.591983676
1792 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.690532088
1793 5.333927e-03 7.657169e-04 0.000000e+00 0.000000e+00 0.759330451
1794 2.129045e-02 3.692133e-03 0.000000e+00 0.000000e+00 0.663541079
1795 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.053988099
1796 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.097312219
1797 1.240901e-02 4.084398e-03 0.000000e+00 0.000000e+00 0.090824746
1798 1.630855e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.826181471
1799 7.871380e-03 2.840102e-04 0.000000e+00 0.000000e+00 0.728954315
1800 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.904371798
1801 1.549338e-02 5.633095e-03 0.000000e+00 0.000000e+00 0.559335053
1802 8.345790e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.615723670
1803 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.937725127
1804 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.992783666
1805 4.047825e-03 2.556092e-03 0.000000e+00 0.000000e+00 0.491546303
1806 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.889156461
1807 1.013173e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.588302851
1808 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.912645936
1809 1.518407e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.760469794
1810 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.850028455
1811 4.774872e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.755480886
1812 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.933175504
1813 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.977015138
1814 1.763879e-04 1.153395e-04 0.000000e+00 0.000000e+00 0.778172255
1815 1.467832e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.473001868
1816 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.022670230
1817 6.941399e-03 1.859039e-02 0.000000e+00 1.464732e-04 0.619020879
1818 1.377618e-03 1.419855e-03 0.000000e+00 0.000000e+00 0.947861493
1819 1.817946e-02 4.206754e-03 0.000000e+00 3.547151e-01 0.072767459
1820 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.048281007
1821 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.896344543
1822 3.360222e-03 6.070571e-03 0.000000e+00 8.238211e-02 0.124883987
1823 1.420051e-03 5.680205e-04 0.000000e+00 0.000000e+00 0.843631387
1824 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.884977937
1825 2.898216e-03 5.968784e-03 0.000000e+00 0.000000e+00 0.848383784
1826 3.290876e-03 2.433543e-03 0.000000e+00 5.708199e-03 0.602173984
1827 7.408650e-03 1.213491e-03 0.000000e+00 0.000000e+00 0.683806956
1828 8.326438e-04 2.644441e-04 0.000000e+00 0.000000e+00 0.076842062
1829 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.003840352
1830 1.418402e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.113680907
1831 6.248225e-03 5.680204e-04 0.000000e+00 0.000000e+00 0.726376295
1832 2.688858e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.793699265
1833 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.668251514
1834 1.667364e-03 1.136041e-03 0.000000e+00 0.000000e+00 0.681852162
1835 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.227020860
1836 6.313382e-03 3.219602e-04 0.000000e+00 0.000000e+00 0.071888089
1837 1.570542e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.738548636
1838 2.324756e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.974045455
1839 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.810286283
1840 1.898897e-04 1.420051e-03 0.000000e+00 7.454203e-02 0.602908492
1841 7.070748e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.228169963
1842 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.936480284
1843 2.173706e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.744989932
1844 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.743845224
1845 4.047382e-03 4.203149e-03 0.000000e+00 0.000000e+00 0.695056200
1846 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.336532325
1847 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.776556373
1848 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.771567464
1849 5.939540e-02 1.677974e-03 0.000000e+00 0.000000e+00 0.011106842
1850 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.984355569
1851 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.946440458
1852 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.717330456
1853 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.972203076
1854 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.980205178
1855 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.955042899
1856 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.958005130
1857 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.653749168
1858 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.538530886
1859 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.655359149
1860 1.581509e-04 2.033351e-04 0.000000e+00 0.000000e+00 0.924282134
1861 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.839088202
1862 2.316322e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.142157510
1863 2.486071e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.815786779
1864 8.033806e-03 2.518913e-03 0.000000e+00 9.851796e-03 0.706346691
1865 0.000000e+00 5.456959e-03 0.000000e+00 2.781390e-03 0.946732998
1866 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.681619048
1867 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.399263471
1868 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.853385031
1869 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.989723265
1870 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.932532191
1871 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.731294155
1872 1.677198e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.888173759
1873 1.268559e-01 2.341745e-02 0.000000e+00 1.831387e-01 0.032637522
1874 6.389447e-03 9.853547e-03 0.000000e+00 6.914525e-02 0.060997259
1875 1.384162e-03 5.852221e-03 0.000000e+00 5.651730e-03 0.004583166
1876 7.222632e-03 1.704062e-03 0.000000e+00 0.000000e+00 0.711876690
1877 1.384162e-03 5.852221e-03 0.000000e+00 5.651730e-03 0.004583166
1878 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.626886487
1879 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.245994732
1880 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.020089895
1881 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.945731282
1882 0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.920511663
1883 0.000000e+00 5.680204e-04 0.000000e+00 0.000000e+00 0.947191358
1884 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.964040041
1885 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.932043910
1886 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.908613026
1887 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.625513017
1888 2.665346e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.824778259
1889 6.056736e-03 4.355080e-03 0.000000e+00 0.000000e+00 0.639168143
1890 5.782988e-03 4.130509e-03 0.000000e+00 0.000000e+00 0.506177366
1891 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.721469045
1892 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.977980435
1893 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.953791678
1894 0.000000e+00 3.799336e-05 0.000000e+00 0.000000e+00 0.902308047
1895 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.473006248
1896 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.768300235
1897 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.622807801
1898 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.482212871
1899 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.933016539
1900 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.937376320
1901 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.870997250
1902 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.920340061
1903 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.968242049
1904 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.944954872
1905 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.963610768
1906 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.814162493
1907 0.000000e+00 2.120730e-04 0.000000e+00 0.000000e+00 0.898027301
1908 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.920253396
1909 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.862078071
1910 5.396194e-03 3.557667e-03 0.000000e+00 0.000000e+00 0.633705139
1911 9.073720e-04 1.363505e-06 0.000000e+00 0.000000e+00 0.913396478
1912 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.683678329
1913 4.260154e-03 1.704061e-03 0.000000e+00 0.000000e+00 0.657178879
1914 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.996242642
1915 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.963420510
1916 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.684913218
1917 2.138378e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.888848603
1918 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.679116309
1919 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.896819592
1920 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.958418727
1921 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.872922838
1922 1.508776e-02 2.223332e-03 0.000000e+00 0.000000e+00 0.871206760
1923 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.801056623
1924 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.935782611
1925 2.052730e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.533106625
1926 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.940765202
1927 6.247844e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.768872023
1928 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.920139849
1929 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.572186947
1930 4.520681e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.427583843
1931 5.957117e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.801740408
1932 1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.673557281
1933 5.535460e-03 5.680205e-04 0.000000e+00 0.000000e+00 0.679783881
1934 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.844035327
1935 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.466001153
1936 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.380147487
1937 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.593350708
1938 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.861850441
1939 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.894237518
1940 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.863404512
1941 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.849933803
1942 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.807014346
1943 6.201218e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.797861814
1944 4.669681e-03 2.840102e-04 0.000000e+00 0.000000e+00 0.733551562
1945 6.981464e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.754172683
1946 1.861608e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.887528777
1947 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.683530092
1948 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.787349820
1949 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.653950930
1950 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.736220598
1951 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.522847176
1952 1.997437e-04 3.327067e-05 0.000000e+00 0.000000e+00 0.318948716
1953 8.438280e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.759159982
1954 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.806293368
1955 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.475613564
1956 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.588035107
1957 8.675799e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.900242031
1958 6.155849e-03 2.171244e-03 0.000000e+00 0.000000e+00 0.427592456
1959 1.913630e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.702765167
1960 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.539485931
1961 4.719786e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.870813727
1962 6.826591e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.953959405
1963 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.896694541
1964 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.261380076
1965 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.416469038
1966 2.007555e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.786933720
1967 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.647255123
1968 0.000000e+00 5.661683e-04 0.000000e+00 8.267480e-05 0.889452159
1969 6.548651e-04 1.422458e-04 0.000000e+00 0.000000e+00 0.790559828
1970 2.746333e-03 1.136041e-03 0.000000e+00 0.000000e+00 0.679745555
1971 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.635286987
1972 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.607767105
1973 1.207757e-03 2.662426e-04 0.000000e+00 0.000000e+00 0.712128043
1974 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.475480229
1975 8.907102e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.699509859
1976 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.578683913
1977 2.120127e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.770821035
1978 1.420051e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.607024968
1979 8.360287e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.701422095
1980 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.143727973
1981 1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.782869220
1982 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.065420337
1983 3.470129e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.627045512
1984 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.595364988
1985 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.347900510
1986 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.682403743
1987 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.857351303
1988 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.728824615
1989 3.692133e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.680706799
1990 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.664750278
1991 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.476720363
1992 1.000946e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.738244176
1993 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.680215776
1994 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.444093883
1995 1.051556e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.594790220
1996 4.544164e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.549652755
1997 1.433825e-02 1.120117e-03 0.000000e+00 0.000000e+00 0.469199091
1998 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.329261035
1999 6.232882e-03 4.936232e-04 0.000000e+00 0.000000e+00 0.507451475
2000 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.365297496
2001 7.226648e-03 7.663131e-04 0.000000e+00 0.000000e+00 0.871065259
2002 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.748041213
2003 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.077940315
2004 0.000000e+00 3.617824e-03 0.000000e+00 3.461111e-02 0.769528389
2005 0.000000e+00 3.404012e-03 0.000000e+00 3.414335e-02 0.901959777
2006 8.807518e-04 2.606471e-03 0.000000e+00 5.737343e-03 0.149251699
2007 0.000000e+00 8.520642e-04 0.000000e+00 0.000000e+00 0.951633573
2008 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.940923393
2009 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.811610699
2010 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.865012348
2011 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.388548762
2012 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.468564093
2013 0.000000e+00 1.470567e-07 0.000000e+00 0.000000e+00 0.832081735
2014 0.000000e+00 2.692538e-04 0.000000e+00 8.141698e-06 0.862767935
2015 6.876771e-07 0.000000e+00 0.000000e+00 0.000000e+00 0.475615084
2016 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.870765388
2017 5.680204e-04 2.840102e-04 0.000000e+00 0.000000e+00 0.972242057
2018 1.190916e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.622681081
2019 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.580180109
2020 0.000000e+00 0.000000e+00 0.000000e+00 8.909799e-03 0.851886928
2021 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.722055078
2022 0.000000e+00 2.513064e-04 0.000000e+00 9.845009e-04 0.558786511
2023 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.778079569
2024 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.588409543
2025 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.855967045
2026 7.810808e-04 4.508289e-03 0.000000e+00 4.853308e-03 0.556640863
2027 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.542629123
2028 2.844704e-03 3.408123e-03 0.000000e+00 0.000000e+00 0.866099238
2029 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.723728120
2030 2.243566e-03 8.158227e-03 0.000000e+00 4.524066e-04 0.910744071
2031 2.840103e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.759878993
2032 2.743001e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.772697687
2033 6.255430e-03 5.035150e-04 0.000000e+00 0.000000e+00 0.841428816
2034 5.656032e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.686459064
2035 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.868927836
2036 1.134821e-06 2.075943e-04 0.000000e+00 0.000000e+00 0.481597692
2037 2.804038e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.755758107
2038 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.819514692
2039 0.000000e+00 1.805684e-05 0.000000e+00 0.000000e+00 0.745522559
2040 2.702456e-03 7.830523e-03 0.000000e+00 0.000000e+00 0.803476691
2041 1.323843e-02 1.235243e-02 0.000000e+00 0.000000e+00 0.813242733
2042 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.684166551
2043 3.709820e-03 5.844631e-04 0.000000e+00 0.000000e+00 0.857957423
2044 0.000000e+00 2.824348e-04 0.000000e+00 0.000000e+00 0.723530173
2045 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.752204597
2046 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.661945343
2047 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.755526900
2048 1.817351e-03 3.021125e-03 0.000000e+00 4.549586e-03 0.823645175
2049 2.732648e-04 4.808229e-03 0.000000e+00 0.000000e+00 0.353772670
2050 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.753158867
2051 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.675815761
2052 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.738741577
2053 8.520308e-04 4.270749e-03 0.000000e+00 5.117816e-03 0.051849879
2054 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.513480186
2055 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.690759480
2056 7.735648e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.182697609
2057 4.144441e-03 8.412066e-05 0.000000e+00 0.000000e+00 0.692216694
2058 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.716427982
2059 0.000000e+00 2.840102e-04 0.000000e+00 0.000000e+00 0.812202215
2060 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.665354967
2061 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.671504855
2062 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.497868299
2063 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.116383940
2064 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.929582238
2065 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.925642133
2066 8.544629e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.839503944
2067 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.842207551
2068 5.964215e-03 2.838290e-04 0.000000e+00 0.000000e+00 0.798319936
2069 3.673906e-03 2.840102e-04 0.000000e+00 0.000000e+00 0.628628194
2070 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.816518307
2071 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.891837180
2072 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.665177166
2073 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.912850142
2074 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.869423568
2075 0.000000e+00 2.230655e-03 0.000000e+00 2.750217e-03 0.756281614
2076 0.000000e+00 0.000000e+00 0.000000e+00 1.120832e-06 0.508507788
2077 1.513476e-02 2.465777e-02 1.760863e-02 6.175342e-02 0.447309673
2078 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.603121042
2079 1.136041e-03 2.699717e-04 0.000000e+00 0.000000e+00 0.393204838
2080 2.840102e-04 3.404158e-03 0.000000e+00 2.574964e-02 0.526065111
2081 3.194828e-03 5.680204e-04 0.000000e+00 0.000000e+00 0.853090525
2082 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.856501102
2083 8.718591e-03 0.000000e+00 8.340809e-03 3.515223e-02 0.105159774
2084 1.049889e-02 5.708740e-03 0.000000e+00 2.754899e-02 0.380202949
2085 3.689876e-03 2.049777e-03 3.350752e-03 6.274321e-03 0.703782558
2086 4.781579e-03 8.841466e-03 0.000000e+00 4.829940e-02 0.792842746
2087 2.556092e-03 2.840103e-04 0.000000e+00 0.000000e+00 0.019535959
2088 7.756805e-05 2.064832e-05 0.000000e+00 0.000000e+00 0.698394418
2089 2.902410e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.892329156
2090 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.005496918
2091 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.915178180
2092 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.714935660
2093 9.895272e-04 1.252909e-04 0.000000e+00 3.965116e-04 0.833322525
2094 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.977836788
2095 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.955599725
2096 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.567729473
2097 6.313947e-03 5.230607e-04 0.000000e+00 0.000000e+00 0.764312208
2098 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.943279028
2099 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.995284200
2100 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.884478569
2101 1.480931e-02 2.840102e-04 0.000000e+00 0.000000e+00 0.777573168
2102 3.608016e-03 2.873219e-03 0.000000e+00 0.000000e+00 0.818740487
2103 1.988071e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.697395921
2104 0.000000e+00 1.937229e-04 0.000000e+00 0.000000e+00 0.932949364
2105 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.857763112
2106 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.523411036
2107 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.914869428
2108 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.819050491
2109 5.680204e-04 8.224643e-05 0.000000e+00 6.492591e-03 0.572332025
2110 0.000000e+00 5.070649e-04 0.000000e+00 0.000000e+00 0.974323034
2111 3.655023e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.333850533
2112 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.769009054
2113 6.171971e-03 2.144869e-03 0.000000e+00 0.000000e+00 0.785990834
2114 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.347644269
2115 7.744298e-03 7.678772e-03 0.000000e+00 0.000000e+00 0.777036190
2116 4.464691e-05 0.000000e+00 0.000000e+00 0.000000e+00 0.971844196
2117 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.696578979
2118 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.588021934
2119 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.721291125
2120 4.137582e-03 5.358854e-04 0.000000e+00 0.000000e+00 0.769258142
2121 2.518635e-02 2.272082e-03 0.000000e+00 0.000000e+00 0.688606441
2122 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.061263777
2123 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.106240660
2124 1.360781e-02 1.985204e-03 0.000000e+00 0.000000e+00 0.102549173
2125 1.398720e-03 4.125228e-04 0.000000e+00 0.000000e+00 0.832829893
2126 1.039946e-02 2.840102e-04 0.000000e+00 0.000000e+00 0.726167619
2127 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.898198187
2128 1.480234e-02 5.992076e-03 0.000000e+00 0.000000e+00 0.559853673
2129 6.514784e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.613734961
2130 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.940960586
2131 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.992216170
2132 3.681267e-03 8.520307e-04 0.000000e+00 0.000000e+00 0.476543367
2133 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.870490074
2134 1.014539e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.586815357
2135 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.922321200
2136 1.518407e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.775401413
2137 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.850336254
2138 5.354663e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.774569809
2139 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.929534554
2140 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.975225091
2141 1.763879e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.808548629
2142 1.741142e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.532800257
2143 1.766054e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.543471694
2144 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.023569213
2145 6.113691e-03 8.186351e-03 5.447407e-05 2.691807e-04 0.639366031
2146 1.093608e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.956168115
2147 1.748903e-02 3.268320e-03 0.000000e+00 3.677915e-01 0.071307592
2148 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.047517300
2149 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.925547183
2150 3.851006e-03 8.519812e-03 0.000000e+00 8.536118e-02 0.128918499
2151 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.684325337
2152 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.724411428
2153 1.420051e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.843769372
2154 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.885498405
2155 5.680204e-04 4.233718e-03 0.000000e+00 0.000000e+00 0.866160631
2156 2.883045e-03 1.745522e-03 0.000000e+00 6.321924e-03 0.612777293
2157 6.424699e-03 9.294810e-04 0.000000e+00 0.000000e+00 0.683653891
2158 6.318107e-04 1.965377e-04 0.000000e+00 0.000000e+00 0.081593156
2159 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.007394845
2160 1.134391e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.117769338
2161 7.368401e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.725502670
2162 2.688858e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.791398942
2163 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.689496219
2164 2.235385e-03 5.680204e-04 0.000000e+00 0.000000e+00 0.677651584
2165 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.224520504
2166 6.208858e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.083790809
2167 1.986457e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.752605081
2168 1.570542e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.795105815
2169 2.324756e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.974300742
2170 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.813935280
2171 3.072200e-05 8.956351e-04 0.000000e+00 7.511220e-02 0.600658715
2172 2.442423e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.236269221
2173 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.939007699
2174 2.173706e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.749393821
2175 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.740817070
2176 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.665860236
2177 5.427401e-03 1.704061e-03 0.000000e+00 0.000000e+00 0.695883512
2178 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.328646332
2179 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.782222092
2180 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.785325885
2181 4.764976e-02 8.520307e-04 0.000000e+00 0.000000e+00 0.011493805
2182 0.000000e+00 3.325095e-07 0.000000e+00 0.000000e+00 0.981659293
2183 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.949355781
2184 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.728791237
2185 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.971781433
2186 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.978178024
2187 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.958652914
2188 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.955237150
2189 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.663402557
2190 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.395816952
2191 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.552344084
2192 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.655359805
2193 0.000000e+00 3.618540e-04 0.000000e+00 0.000000e+00 0.930039644
2194 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.835593164
2195 2.279164e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.154309198
2196 6.157634e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.810710549
2197 5.311798e-03 2.090246e-03 0.000000e+00 1.012306e-02 0.712665915
2198 0.000000e+00 7.244365e-03 0.000000e+00 2.659769e-03 0.946145296
2199 8.520307e-04 2.840102e-04 0.000000e+00 0.000000e+00 0.663215399
2200 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.409434348
2201 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.876829445
2202 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.990894854
2203 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.925375640
2204 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.735551298
2205 1.677198e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.884406924
2206 1.221671e-01 2.151099e-02 0.000000e+00 1.777363e-01 0.029622810
2207 5.477653e-03 1.042748e-02 0.000000e+00 7.556896e-02 0.058620088
2208 2.800134e-03 6.157018e-03 0.000000e+00 6.254545e-03 0.007318423
2209 9.235973e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.684654236
2210 2.800134e-03 6.157018e-03 0.000000e+00 6.254545e-03 0.007318423
2211 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.622807801
2212 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.249416873
2213 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.019155649
2214 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.949659228
2215 2.840102e-04 5.680204e-04 0.000000e+00 0.000000e+00 0.900089502
2216 0.000000e+00 1.040362e-03 0.000000e+00 0.000000e+00 0.945112646
2217 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.952302694
2218 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.925462604
2219 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.898995817
2220 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.613891244
2221 2.665346e-03 2.065025e-04 0.000000e+00 0.000000e+00 0.819872200
2222 4.636189e-03 4.069774e-03 0.000000e+00 0.000000e+00 0.625864804
2223 5.665132e-03 5.024347e-03 0.000000e+00 0.000000e+00 0.496887267
2224 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.724168122
2225 1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.960101068
2226 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.945353031
2227 0.000000e+00 3.338928e-04 0.000000e+00 0.000000e+00 0.901222885
2228 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.469299376
2229 0.000000e+00 3.354780e-04 0.000000e+00 0.000000e+00 0.826752722
2230 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.766440630
2231 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.619813740
2232 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.491051972
2233 8.520308e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.918222725
2234 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.929514408
2235 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.867376924
2236 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.920654893
2237 8.481175e-03 1.254792e-03 0.000000e+00 0.000000e+00 0.500815690
2238 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.946486592
2239 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.936494946
2240 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.953052342
2241 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.812444091
2242 0.000000e+00 2.120730e-04 0.000000e+00 0.000000e+00 0.884150088
2243 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.913630486
2244 6.470363e-06 0.000000e+00 0.000000e+00 0.000000e+00 0.861243963
2245 5.830204e-03 4.687605e-03 0.000000e+00 0.000000e+00 0.630857825
2246 6.237176e-04 1.363505e-06 0.000000e+00 0.000000e+00 0.909154892
2247 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.676263392
2248 2.272082e-03 2.840102e-03 0.000000e+00 0.000000e+00 0.648981214
2249 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.994003952
2250 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.951811433
2251 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.679344356
2252 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.674907029
2253 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.954307795
2254 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.857582390
2255 9.975141e-03 2.272082e-03 0.000000e+00 0.000000e+00 0.861440003
2256 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.794689775
2257 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.919624746
2258 1.746014e-02 0.000000e+00 0.000000e+00 0.000000e+00 0.529524207
2259 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.924268961
2260 5.946883e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.752011657
2261 2.840102e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.904927373
2262 5.680204e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.577316642
2263 7.756865e-03 1.935170e-04 0.000000e+00 0.000000e+00 0.430595040
2264 5.957117e-04 0.000000e+00 0.000000e+00 0.000000e+00 0.796265960
2265 1.136041e-03 0.000000e+00 0.000000e+00 0.000000e+00 0.667303443
2266 5.270534e-03 8.152423e-04 0.000000e+00 0.000000e+00 0.675847530
2267 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.848903477
2268 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.462841541
2269 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.391377568
2270 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.595885515
2271 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.874386728
2272 0.000000e+00 0.000000e+00 0.000000e+00 0.000000e+00 0.891943514
           lc_200       lc_210
1    0.000000e+00 2.990514e-02
2    0.000000e+00 6.068716e-03
3    0.000000e+00 5.679021e-03
4    0.000000e+00 1.273994e-03
5    0.000000e+00 1.847478e-04
6    1.664375e-04 1.599490e-03
7    5.680204e-04 9.380080e-03
8    0.000000e+00 1.985360e-01
9    0.000000e+00 3.529299e-01
10   1.016324e-04 3.425495e-05
11   0.000000e+00 4.875508e-03
12   1.752193e-04 6.504733e-03
13   0.000000e+00 1.867813e-03
14   5.767238e-04 3.584791e-03
15   0.000000e+00 0.000000e+00
16   0.000000e+00 0.000000e+00
17   8.520306e-04 0.000000e+00
18   2.840102e-04 6.603001e-03
19   0.000000e+00 2.272082e-03
20   0.000000e+00 0.000000e+00
21   0.000000e+00 4.545879e-03
22   4.534637e-04 3.831105e-03
23   0.000000e+00 3.785600e-03
24   0.000000e+00 0.000000e+00
25   0.000000e+00 3.408123e-03
26   0.000000e+00 3.685352e-03
27   5.698537e-04 1.490408e-01
28   2.481052e-04 1.708682e-03
29   2.725329e-04 5.680204e-04
30   5.105897e-04 5.112185e-03
31   0.000000e+00 0.000000e+00
32   0.000000e+00 0.000000e+00
33   4.030629e-04 1.355170e-03
34   0.000000e+00 7.161590e-04
35   0.000000e+00 5.680204e-04
36   0.000000e+00 2.296587e-03
37   5.440476e-04 1.976553e-02
38   0.000000e+00 1.302750e-05
39   0.000000e+00 1.333382e-03
40   0.000000e+00 1.574275e-03
41   0.000000e+00 1.988071e-03
42   2.313660e-04 1.526290e-02
43   0.000000e+00 2.453027e-03
44   0.000000e+00 0.000000e+00
45   0.000000e+00 0.000000e+00
46   8.254539e-05 3.124173e-03
47   3.566101e-04 6.141364e-03
48   0.000000e+00 0.000000e+00
49   0.000000e+00 0.000000e+00
50   2.840102e-04 5.673231e-04
51   0.000000e+00 5.680204e-04
52   0.000000e+00 0.000000e+00
53   0.000000e+00 8.520306e-04
54   0.000000e+00 7.676268e-04
55   0.000000e+00 1.136661e-03
56   1.126103e-03 1.225709e-03
57   8.520308e-04 1.979970e-03
58   5.680204e-04 1.513432e-03
59   8.520307e-04 1.541172e-02
60   0.000000e+00 3.696438e-06
61   1.501010e-04 6.907308e-03
62   0.000000e+00 1.649154e-03
63   0.000000e+00 0.000000e+00
64   0.000000e+00 0.000000e+00
65   5.680204e-04 5.680204e-04
66   0.000000e+00 0.000000e+00
67   0.000000e+00 0.000000e+00
68   8.520307e-04 1.887024e-03
69   2.967278e-04 1.420051e-03
70   2.840102e-04 5.680204e-04
71   0.000000e+00 0.000000e+00
72   2.840102e-04 8.551532e-04
73   1.776160e-03 2.554900e-02
74   2.840102e-04 1.933190e-02
75   5.680204e-04 8.520307e-04
76   0.000000e+00 3.134121e-04
77   0.000000e+00 3.235978e-04
78   0.000000e+00 0.000000e+00
79   0.000000e+00 0.000000e+00
80   0.000000e+00 2.527836e-03
81   0.000000e+00 0.000000e+00
82   1.136041e-03 5.555445e-05
83   0.000000e+00 1.031345e-03
84   0.000000e+00 1.767684e-04
85   4.307181e-04 1.698203e-02
86   4.376100e-04 5.183906e-03
87   0.000000e+00 0.000000e+00
88   2.297324e-04 1.425071e-04
89   0.000000e+00 5.680204e-04
90   0.000000e+00 0.000000e+00
91   0.000000e+00 2.556092e-03
92   0.000000e+00 0.000000e+00
93   2.557679e-04 2.009892e-04
94   0.000000e+00 9.789444e-05
95   0.000000e+00 0.000000e+00
96   0.000000e+00 2.840102e-04
97   0.000000e+00 7.074124e-04
98   1.141592e-03 2.719782e-03
99   0.000000e+00 1.136041e-03
100  0.000000e+00 0.000000e+00
101  0.000000e+00 0.000000e+00
102  0.000000e+00 4.212121e-04
103  0.000000e+00 0.000000e+00
104  0.000000e+00 0.000000e+00
105  1.028695e-03 8.575169e-03
106  2.840103e-04 2.840103e-04
107  0.000000e+00 1.461781e-02
108  0.000000e+00 0.000000e+00
109  0.000000e+00 0.000000e+00
110  0.000000e+00 1.245575e-01
111  0.000000e+00 2.748440e-02
112  3.124113e-03 3.169184e-01
113  0.000000e+00 2.374134e-03
114  0.000000e+00 2.840102e-04
115  0.000000e+00 0.000000e+00
116  0.000000e+00 0.000000e+00
117  1.917229e-04 9.994759e-03
118  5.680204e-04 2.650803e-03
119  9.320996e-04 6.881404e-04
120  5.680204e-04 0.000000e+00
121  1.383893e-04 8.870529e-04
122  0.000000e+00 6.826942e-04
123  3.073956e-05 0.000000e+00
124  0.000000e+00 5.223988e-04
125  0.000000e+00 6.238385e-04
126  0.000000e+00 1.816160e-03
127  0.000000e+00 0.000000e+00
128  0.000000e+00 2.840102e-04
129  0.000000e+00 9.951104e-03
130  0.000000e+00 0.000000e+00
131  0.000000e+00 7.979726e-02
132  0.000000e+00 0.000000e+00
133  0.000000e+00 7.955857e-02
134  0.000000e+00 0.000000e+00
135  2.295604e-04 2.317627e-02
136  0.000000e+00 2.174528e-02
137  0.000000e+00 6.878120e-02
138  0.000000e+00 1.419361e-03
139  0.000000e+00 0.000000e+00
140  1.204171e-05 1.051110e-04
141  1.293693e-04 5.660988e-03
142  0.000000e+00 2.840102e-04
143  0.000000e+00 9.314420e-05
144  0.000000e+00 5.293943e-02
145  0.000000e+00 5.120240e-02
146  0.000000e+00 0.000000e+00
147  0.000000e+00 3.535592e-03
148  0.000000e+00 8.520307e-04
149  0.000000e+00 1.647259e-02
150  0.000000e+00 1.201996e-03
151  0.000000e+00 0.000000e+00
152  0.000000e+00 1.376978e-02
153  0.000000e+00 1.258215e-02
154  0.000000e+00 0.000000e+00
155  0.000000e+00 8.520308e-04
156  5.680205e-04 1.576932e-01
157  7.086417e-04 9.837915e-03
158  0.000000e+00 0.000000e+00
159  0.000000e+00 1.589894e-03
160  0.000000e+00 1.704061e-03
161  0.000000e+00 0.000000e+00
162  0.000000e+00 3.408123e-03
163  0.000000e+00 0.000000e+00
164  0.000000e+00 1.475471e-03
165  8.880419e-06 0.000000e+00
166  2.840102e-04 0.000000e+00
167  0.000000e+00 4.544164e-03
168  0.000000e+00 4.212059e-03
169  0.000000e+00 0.000000e+00
170  0.000000e+00 8.520307e-04
171  0.000000e+00 0.000000e+00
172  0.000000e+00 0.000000e+00
173  0.000000e+00 0.000000e+00
174  0.000000e+00 9.714362e-05
175  0.000000e+00 1.232803e-03
176  2.095341e-03 1.591322e-01
177  5.680204e-04 0.000000e+00
178  7.096138e-04 1.616088e-02
179  0.000000e+00 0.000000e+00
180  3.551146e-04 1.175909e-02
181  0.000000e+00 1.024791e-03
182  3.405866e-03 1.992849e-02
183  1.125988e-03 1.070331e-01
184  1.988071e-03 2.840102e-03
185  1.406460e-04 0.000000e+00
186  0.000000e+00 5.328557e-04
187  0.000000e+00 0.000000e+00
188  0.000000e+00 0.000000e+00
189  0.000000e+00 0.000000e+00
190  2.561534e-04 1.541283e-02
191  0.000000e+00 3.860157e-04
192  0.000000e+00 2.155870e-04
193  0.000000e+00 0.000000e+00
194  0.000000e+00 0.000000e+00
195  2.840102e-04 0.000000e+00
196  0.000000e+00 0.000000e+00
197  0.000000e+00 0.000000e+00
198  6.353910e-04 3.323530e-02
199  2.109936e-03 6.174725e-02
200  0.000000e+00 8.520307e-04
201  2.840102e-04 8.959161e-04
202  0.000000e+00 0.000000e+00
203  0.000000e+00 3.617097e-03
204  0.000000e+00 0.000000e+00
205  0.000000e+00 6.329383e-03
206  0.000000e+00 5.407786e-03
207  8.069911e-04 1.811834e-02
208  0.000000e+00 0.000000e+00
209  1.978479e-04 6.903008e-02
210  0.000000e+00 0.000000e+00
211  0.000000e+00 5.477698e-02
212  0.000000e+00 0.000000e+00
213  0.000000e+00 0.000000e+00
214  0.000000e+00 0.000000e+00
215  0.000000e+00 1.191477e-03
216  0.000000e+00 0.000000e+00
217  0.000000e+00 1.962638e-03
218  2.840102e-04 6.825395e-03
219  0.000000e+00 9.312984e-03
220  0.000000e+00 2.923168e-02
221  0.000000e+00 0.000000e+00
222  0.000000e+00 2.427969e-02
223  0.000000e+00 5.680204e-04
224  0.000000e+00 0.000000e+00
225  0.000000e+00 2.664249e-02
226  0.000000e+00 5.680204e-04
227  0.000000e+00 3.692133e-03
228  0.000000e+00 1.011847e-03
229  0.000000e+00 0.000000e+00
230  0.000000e+00 0.000000e+00
231  0.000000e+00 7.197949e-04
232  0.000000e+00 0.000000e+00
233  0.000000e+00 0.000000e+00
234  0.000000e+00 4.218909e-05
235  0.000000e+00 3.919822e-02
236  0.000000e+00 0.000000e+00
237  1.529785e-04 6.562441e-03
238  2.023563e-04 0.000000e+00
239  1.045068e-03 3.174160e-01
240  2.840102e-04 0.000000e+00
241  0.000000e+00 0.000000e+00
242  2.840103e-04 1.136041e-03
243  0.000000e+00 0.000000e+00
244  0.000000e+00 3.449569e-03
245  1.415202e-04 1.998909e-02
246  0.000000e+00 1.413013e-02
247  0.000000e+00 1.590351e-03
248  0.000000e+00 0.000000e+00
249  0.000000e+00 0.000000e+00
250  1.058870e-03 1.167724e-02
251  0.000000e+00 0.000000e+00
252  0.000000e+00 0.000000e+00
253  0.000000e+00 5.676737e-03
254  1.658577e-05 2.375959e-02
255  0.000000e+00 1.267508e-03
256  1.768896e-04 2.487246e-04
257  0.000000e+00 3.033724e-04
258  2.173579e-04 0.000000e+00
259  5.742142e-04 2.511790e-03
260  2.905104e-04 1.298188e-02
261  0.000000e+00 0.000000e+00
262  0.000000e+00 0.000000e+00
263  0.000000e+00 0.000000e+00
264  0.000000e+00 0.000000e+00
265  0.000000e+00 0.000000e+00
266  2.840102e-04 1.271702e-02
267  2.825651e-04 5.378292e-04
268  2.815652e-03 1.292759e-02
269  0.000000e+00 2.216247e-04
270  0.000000e+00 2.538817e-03
271  0.000000e+00 3.105999e-04
272  0.000000e+00 8.520307e-04
273  0.000000e+00 3.124112e-03
274  0.000000e+00 6.846234e-04
275  3.278925e-05 1.157596e-03
276  0.000000e+00 2.840102e-04
277  0.000000e+00 0.000000e+00
278  8.267934e-04 2.840102e-04
279  0.000000e+00 0.000000e+00
280  0.000000e+00 6.540159e-05
281  0.000000e+00 5.680204e-04
282  1.548123e-04 2.765104e-03
283  0.000000e+00 2.840102e-04
284  0.000000e+00 1.565102e-03
285  0.000000e+00 3.050686e-03
286  4.971669e-04 8.520307e-04
287  0.000000e+00 1.241583e-03
288  0.000000e+00 1.153039e-03
289  0.000000e+00 5.029981e-04
290  0.000000e+00 0.000000e+00
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1671 0.000000e+00 2.840102e-04
1672 2.840102e-04 7.256593e-03
1673 0.000000e+00 0.000000e+00
1674 0.000000e+00 1.616885e-02
1675 0.000000e+00 0.000000e+00
1676 0.000000e+00 0.000000e+00
1677 0.000000e+00 1.404738e-01
1678 0.000000e+00 3.177063e-02
1679 2.840102e-03 3.182792e-01
1680 0.000000e+00 9.417241e-03
1681 0.000000e+00 2.562230e-04
1682 0.000000e+00 2.840102e-04
1683 0.000000e+00 1.646276e-04
1684 9.320996e-04 6.881404e-04
1685 2.840102e-04 0.000000e+00
1686 0.000000e+00 3.848227e-03
1687 0.000000e+00 1.684185e-03
1688 0.000000e+00 0.000000e+00
1689 0.000000e+00 1.362856e-03
1690 0.000000e+00 9.998532e-04
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1692 0.000000e+00 0.000000e+00
1693 0.000000e+00 6.833753e-03
1694 0.000000e+00 0.000000e+00
1695 0.000000e+00 1.185580e-02
1696 0.000000e+00 0.000000e+00
1697 0.000000e+00 0.000000e+00
1698 0.000000e+00 8.466771e-02
1699 0.000000e+00 2.898613e-04
1700 0.000000e+00 8.615035e-02
1701 0.000000e+00 4.820050e-05
1702 2.157179e-04 9.497578e-03
1703 0.000000e+00 2.152521e-02
1704 0.000000e+00 7.168504e-02
1705 0.000000e+00 2.271391e-03
1706 0.000000e+00 5.680204e-04
1707 1.204171e-05 9.306933e-05
1708 1.293693e-04 7.529685e-03
1709 0.000000e+00 9.899708e-04
1710 1.221218e-04 1.176108e-04
1711 0.000000e+00 5.574005e-02
1712 0.000000e+00 5.509371e-02
1713 0.000000e+00 2.409695e-05
1714 2.840102e-04 5.075785e-03
1715 0.000000e+00 6.371019e-03
1716 0.000000e+00 1.789264e-02
1717 0.000000e+00 1.188051e-03
1718 0.000000e+00 5.752371e-06
1719 0.000000e+00 1.636746e-02
1720 0.000000e+00 1.237446e-02
1721 0.000000e+00 0.000000e+00
1722 0.000000e+00 2.840102e-04
1723 0.000000e+00 2.553103e-06
1724 1.419623e-03 3.816589e-01
1725 0.000000e+00 0.000000e+00
1726 0.000000e+00 0.000000e+00
1727 0.000000e+00 2.006730e-01
1728 6.174092e-04 1.165045e-02
1729 2.634798e-04 0.000000e+00
1730 0.000000e+00 2.272082e-03
1731 0.000000e+00 5.680204e-04
1732 0.000000e+00 0.000000e+00
1733 2.840102e-04 0.000000e+00
1734 0.000000e+00 5.384314e-03
1735 0.000000e+00 2.840102e-04
1736 0.000000e+00 2.840103e-04
1737 0.000000e+00 4.727317e-03
1738 2.840102e-04 0.000000e+00
1739 0.000000e+00 3.408123e-03
1740 0.000000e+00 1.147781e-02
1741 0.000000e+00 0.000000e+00
1742 0.000000e+00 2.840102e-04
1743 0.000000e+00 0.000000e+00
1744 0.000000e+00 2.840102e-04
1745 0.000000e+00 0.000000e+00
1746 2.840102e-04 4.758304e-02
1747 0.000000e+00 0.000000e+00
1748 1.388956e-03 1.737618e-01
1749 5.680204e-04 0.000000e+00
1750 2.840102e-04 4.543559e-03
1751 0.000000e+00 1.315418e-01
1752 1.234519e-03 2.046058e-02
1753 0.000000e+00 0.000000e+00
1754 7.110437e-05 1.480509e-02
1755 0.000000e+00 3.992832e-04
1756 1.988071e-03 1.314458e-02
1757 5.700462e-04 1.095539e-01
1758 2.272082e-03 2.224592e-02
1759 6.946769e-05 1.292721e-05
1760 0.000000e+00 5.829919e-04
1761 0.000000e+00 0.000000e+00
1762 0.000000e+00 0.000000e+00
1763 0.000000e+00 0.000000e+00
1764 2.561534e-04 1.433845e-02
1765 0.000000e+00 2.674042e-03
1766 0.000000e+00 6.127406e-04
1767 0.000000e+00 0.000000e+00
1768 0.000000e+00 4.412132e-07
1769 1.704061e-03 8.145317e-03
1770 5.680204e-04 3.588526e-04
1771 0.000000e+00 0.000000e+00
1772 0.000000e+00 0.000000e+00
1773 6.737048e-05 4.106287e-02
1774 9.738950e-04 7.858109e-02
1775 0.000000e+00 8.520307e-04
1776 2.840102e-04 5.071726e-04
1777 0.000000e+00 0.000000e+00
1778 0.000000e+00 5.010526e-03
1779 0.000000e+00 2.840102e-04
1780 0.000000e+00 4.867584e-03
1781 0.000000e+00 6.272566e-03
1782 0.000000e+00 1.058589e-02
1783 0.000000e+00 6.017616e-03
1784 6.157631e-04 1.721433e-02
1785 9.555863e-05 2.785645e-05
1786 7.004612e-04 6.861989e-02
1787 0.000000e+00 0.000000e+00
1788 5.774643e-05 7.339033e-02
1789 0.000000e+00 1.439522e-03
1790 0.000000e+00 0.000000e+00
1791 0.000000e+00 0.000000e+00
1792 0.000000e+00 0.000000e+00
1793 0.000000e+00 4.073024e-03
1794 3.013564e-04 6.839080e-02
1795 0.000000e+00 0.000000e+00
1796 1.714377e-04 2.626376e-03
1797 0.000000e+00 4.578418e-02
1798 0.000000e+00 8.828759e-03
1799 0.000000e+00 2.698093e-02
1800 0.000000e+00 0.000000e+00
1801 0.000000e+00 3.288779e-02
1802 0.000000e+00 2.840103e-04
1803 0.000000e+00 8.838528e-04
1804 0.000000e+00 0.000000e+00
1805 0.000000e+00 2.535662e-02
1806 0.000000e+00 2.272082e-03
1807 0.000000e+00 5.964215e-03
1808 0.000000e+00 1.439277e-03
1809 1.136041e-03 1.683828e-03
1810 0.000000e+00 4.518762e-05
1811 0.000000e+00 8.257863e-04
1812 0.000000e+00 0.000000e+00
1813 0.000000e+00 2.840102e-04
1814 0.000000e+00 9.350475e-05
1815 0.000000e+00 3.556872e-02
1816 0.000000e+00 0.000000e+00
1817 1.529785e-04 4.519802e-03
1818 2.023563e-04 5.396194e-03
1819 2.840102e-04 3.303419e-01
1820 2.840102e-04 0.000000e+00
1821 0.000000e+00 0.000000e+00
1822 8.520306e-04 2.966205e-01
1823 2.840103e-04 5.680205e-04
1824 0.000000e+00 0.000000e+00
1825 0.000000e+00 5.610271e-03
1826 0.000000e+00 2.231050e-02
1827 0.000000e+00 1.834850e-02
1828 0.000000e+00 1.811167e-03
1829 0.000000e+00 0.000000e+00
1830 0.000000e+00 7.348763e-04
1831 1.704062e-03 5.765331e-02
1832 0.000000e+00 0.000000e+00
1833 0.000000e+00 0.000000e+00
1834 0.000000e+00 6.791814e-03
1835 0.000000e+00 2.026153e-04
1836 1.658577e-05 3.780270e-02
1837 0.000000e+00 9.072957e-04
1838 2.173579e-04 1.461900e-06
1839 5.742142e-04 2.511790e-03
1840 2.840102e-04 1.457238e-02
1841 0.000000e+00 0.000000e+00
1842 0.000000e+00 0.000000e+00
1843 0.000000e+00 0.000000e+00
1844 0.000000e+00 0.000000e+00
1845 2.840102e-04 2.696695e-02
1846 2.825651e-04 5.378292e-04
1847 0.000000e+00 2.840102e-04
1848 0.000000e+00 0.000000e+00
1849 2.840102e-04 1.509243e-02
1850 0.000000e+00 3.702293e-03
1851 0.000000e+00 4.443871e-03
1852 0.000000e+00 2.914123e-04
1853 0.000000e+00 1.421596e-03
1854 0.000000e+00 2.556092e-03
1855 0.000000e+00 1.564418e-03
1856 3.278925e-05 1.447364e-03
1857 0.000000e+00 2.273972e-03
1858 0.000000e+00 2.840102e-04
1859 0.000000e+00 0.000000e+00
1860 0.000000e+00 3.531457e-04
1861 0.000000e+00 9.699805e-04
1862 0.000000e+00 4.487822e-04
1863 0.000000e+00 8.520307e-04
1864 1.792424e-04 1.999957e-03
1865 0.000000e+00 6.452546e-03
1866 2.840102e-04 5.872041e-03
1867 5.680204e-04 8.520306e-04
1868 0.000000e+00 7.010935e-04
1869 0.000000e+00 4.974941e-04
1870 0.000000e+00 1.684080e-03
1871 0.000000e+00 2.840102e-04
1872 0.000000e+00 4.394767e-03
1873 9.098915e-05 2.866559e-01
1874 5.680204e-04 1.322030e-01
1875 2.840102e-04 7.080679e-02
1876 0.000000e+00 2.551065e-03
1877 2.840102e-04 7.080679e-02
1878 5.803313e-05 3.740151e-04
1879 0.000000e+00 0.000000e+00
1880 0.000000e+00 0.000000e+00
1881 0.000000e+00 2.840102e-04
1882 0.000000e+00 1.806397e-02
1883 0.000000e+00 5.195752e-03
1884 0.000000e+00 3.861206e-03
1885 0.000000e+00 2.189778e-03
1886 0.000000e+00 2.245148e-03
1887 5.680204e-04 2.318941e-03
1888 5.680204e-04 1.558647e-02
1889 0.000000e+00 1.997765e-01
1890 0.000000e+00 3.534443e-01
1891 1.016324e-04 1.348288e-03
1892 0.000000e+00 2.741326e-03
1893 5.680204e-04 1.112966e-03
1894 1.144744e-03 1.022081e-02
1895 0.000000e+00 5.680204e-04
1896 0.000000e+00 0.000000e+00
1897 0.000000e+00 3.740151e-04
1898 8.520306e-04 8.520306e-04
1899 5.680204e-04 5.937295e-03
1900 0.000000e+00 1.264180e-03
1901 2.840102e-04 0.000000e+00
1902 0.000000e+00 1.419611e-04
1903 2.421002e-04 6.651680e-03
1904 4.534637e-04 4.762471e-03
1905 0.000000e+00 4.410207e-03
1906 0.000000e+00 3.393025e-04
1907 0.000000e+00 8.520307e-04
1908 0.000000e+00 1.988071e-03
1909 1.172095e-03 4.568147e-03
1910 2.858435e-04 1.443949e-01
1911 2.784102e-04 8.566513e-04
1912 2.725329e-04 1.003569e-03
1913 5.105897e-04 4.709318e-03
1914 0.000000e+00 5.059456e-05
1915 0.000000e+00 7.390635e-05
1916 1.479992e-04 1.052213e-03
1917 0.000000e+00 2.840102e-04
1918 0.000000e+00 0.000000e+00
1919 0.000000e+00 0.000000e+00
1920 0.000000e+00 0.000000e+00
1921 0.000000e+00 1.520025e-03
1922 1.750601e-03 1.829948e-02
1923 0.000000e+00 1.302750e-05
1924 0.000000e+00 1.136041e-03
1925 0.000000e+00 6.883552e-02
1926 0.000000e+00 3.133529e-03
1927 8.899902e-08 1.470329e-02
1928 0.000000e+00 2.451752e-03
1929 0.000000e+00 0.000000e+00
1930 0.000000e+00 3.930270e-03
1931 5.680204e-04 3.494649e-04
1932 4.227225e-04 2.556152e-03
1933 3.566101e-04 3.818104e-03
1934 0.000000e+00 0.000000e+00
1935 0.000000e+00 2.701886e-04
1936 0.000000e+00 8.520307e-04
1937 0.000000e+00 2.840102e-04
1938 0.000000e+00 1.704061e-03
1939 0.000000e+00 1.697414e-03
1940 0.000000e+00 5.680204e-04
1941 1.363325e-03 9.336891e-04
1942 8.520308e-04 9.419554e-04
1943 2.840102e-04 2.265192e-03
1944 8.843353e-04 1.651031e-02
1945 4.341112e-04 6.663661e-03
1946 2.216257e-04 8.047686e-03
1947 0.000000e+00 1.933164e-03
1948 0.000000e+00 1.136041e-03
1949 0.000000e+00 0.000000e+00
1950 5.680204e-04 2.840102e-04
1951 0.000000e+00 3.101141e-05
1952 0.000000e+00 0.000000e+00
1953 5.680204e-04 2.703778e-03
1954 2.752051e-04 2.037628e-03
1955 2.840102e-04 2.840102e-04
1956 0.000000e+00 0.000000e+00
1957 0.000000e+00 8.520932e-04
1958 1.136041e-03 2.524376e-02
1959 1.416897e-04 1.382597e-02
1960 2.840102e-04 2.840102e-04
1961 0.000000e+00 1.699613e-04
1962 2.840103e-04 1.483535e-04
1963 0.000000e+00 0.000000e+00
1964 0.000000e+00 0.000000e+00
1965 0.000000e+00 0.000000e+00
1966 1.392949e-04 2.541177e-03
1967 0.000000e+00 0.000000e+00
1968 0.000000e+00 1.321227e-03
1969 1.136041e-03 7.275012e-04
1970 5.680204e-04 2.265445e-02
1971 0.000000e+00 1.136041e-03
1972 0.000000e+00 3.681881e-04
1973 4.307181e-04 1.724971e-02
1974 2.840102e-04 0.000000e+00
1975 0.000000e+00 7.535394e-03
1976 0.000000e+00 0.000000e+00
1977 0.000000e+00 1.425071e-04
1978 0.000000e+00 5.680204e-04
1979 0.000000e+00 4.825052e-04
1980 0.000000e+00 2.840102e-04
1981 0.000000e+00 2.840102e-03
1982 0.000000e+00 0.000000e+00
1983 0.000000e+00 0.000000e+00
1984 0.000000e+00 9.789444e-05
1985 0.000000e+00 0.000000e+00
1986 0.000000e+00 0.000000e+00
1987 0.000000e+00 7.074124e-04
1988 1.297514e-03 2.556092e-03
1989 0.000000e+00 1.916395e-04
1990 0.000000e+00 0.000000e+00
1991 0.000000e+00 0.000000e+00
1992 0.000000e+00 1.004241e-03
1993 0.000000e+00 1.704061e-03
1994 0.000000e+00 0.000000e+00
1995 2.840102e-04 6.097239e-03
1996 0.000000e+00 2.840102e-03
1997 0.000000e+00 2.332512e-01
1998 0.000000e+00 2.840102e-04
1999 8.088808e-04 7.412422e-03
2000 0.000000e+00 0.000000e+00
2001 0.000000e+00 1.773072e-02
2002 0.000000e+00 0.000000e+00
2003 0.000000e+00 8.520306e-04
2004 0.000000e+00 1.414160e-01
2005 0.000000e+00 3.797400e-02
2006 2.272082e-03 3.183191e-01
2007 0.000000e+00 1.306191e-02
2008 0.000000e+00 2.940913e-04
2009 0.000000e+00 0.000000e+00
2010 0.000000e+00 1.728678e-04
2011 1.784130e-03 9.721507e-04
2012 5.680204e-04 0.000000e+00
2013 0.000000e+00 4.993318e-03
2014 0.000000e+00 2.986190e-03
2015 6.876771e-07 2.840102e-04
2016 0.000000e+00 1.602798e-03
2017 0.000000e+00 4.053274e-03
2018 0.000000e+00 3.598699e-03
2019 0.000000e+00 0.000000e+00
2020 0.000000e+00 1.077455e-02
2021 0.000000e+00 0.000000e+00
2022 0.000000e+00 1.269705e-02
2023 0.000000e+00 0.000000e+00
2024 0.000000e+00 0.000000e+00
2025 0.000000e+00 8.520307e-04
2026 0.000000e+00 8.513878e-02
2027 0.000000e+00 0.000000e+00
2028 0.000000e+00 8.373133e-02
2029 0.000000e+00 5.680204e-04
2030 0.000000e+00 1.605642e-02
2031 0.000000e+00 2.100302e-02
2032 0.000000e+00 1.867156e-02
2033 0.000000e+00 7.283837e-02
2034 0.000000e+00 1.987381e-03
2035 0.000000e+00 2.840102e-04
2036 1.204171e-05 1.045067e-04
2037 1.293693e-04 7.592459e-03
2038 0.000000e+00 1.567934e-03
2039 0.000000e+00 1.614111e-04
2040 0.000000e+00 5.758984e-02
2041 0.000000e+00 5.533816e-02
2042 0.000000e+00 2.715919e-05
2043 2.840102e-04 3.666949e-03
2044 0.000000e+00 1.367592e-02
2045 0.000000e+00 1.817665e-02
2046 0.000000e+00 1.188462e-03
2047 0.000000e+00 0.000000e+00
2048 0.000000e+00 1.414500e-02
2049 0.000000e+00 1.196425e-02
2050 0.000000e+00 5.680204e-04
2051 0.000000e+00 0.000000e+00
2052 0.000000e+00 2.752829e-05
2053 1.987644e-03 3.853907e-01
2054 0.000000e+00 0.000000e+00
2055 0.000000e+00 0.000000e+00
2056 5.680205e-04 2.006730e-01
2057 3.597908e-04 1.174324e-02
2058 2.634798e-04 0.000000e+00
2059 0.000000e+00 3.781345e-03
2060 0.000000e+00 3.686642e-04
2061 0.000000e+00 0.000000e+00
2062 5.680204e-04 0.000000e+00
2063 0.000000e+00 5.668324e-03
2064 0.000000e+00 2.840102e-04
2065 0.000000e+00 5.850118e-04
2066 0.000000e+00 2.167892e-03
2067 2.840102e-04 0.000000e+00
2068 0.000000e+00 3.124113e-03
2069 0.000000e+00 1.083340e-02
2070 0.000000e+00 0.000000e+00
2071 0.000000e+00 3.692133e-03
2072 0.000000e+00 0.000000e+00
2073 0.000000e+00 0.000000e+00
2074 0.000000e+00 0.000000e+00
2075 5.680204e-04 4.868878e-02
2076 0.000000e+00 0.000000e+00
2077 3.945048e-03 1.773512e-01
2078 5.680204e-04 0.000000e+00
2079 2.840102e-04 5.111579e-03
2080 0.000000e+00 1.309139e-01
2081 7.372347e-04 2.038984e-02
2082 0.000000e+00 0.000000e+00
2083 7.110437e-05 1.488091e-02
2084 6.149949e-06 5.680204e-04
2085 1.988071e-03 1.243751e-02
2086 1.041219e-03 9.343320e-02
2087 2.272082e-03 2.281394e-02
2088 6.946769e-05 1.150335e-05
2089 0.000000e+00 1.589452e-03
2090 0.000000e+00 0.000000e+00
2091 0.000000e+00 0.000000e+00
2092 0.000000e+00 0.000000e+00
2093 2.561534e-04 1.475143e-02
2094 0.000000e+00 3.829006e-03
2095 0.000000e+00 9.956911e-04
2096 0.000000e+00 0.000000e+00
2097 1.704061e-03 8.101840e-03
2098 2.840102e-04 7.721266e-04
2099 0.000000e+00 0.000000e+00
2100 0.000000e+00 0.000000e+00
2101 6.737048e-05 4.018920e-02
2102 4.058745e-04 7.884313e-02
2103 0.000000e+00 1.256969e-03
2104 2.840102e-04 1.179926e-03
2105 0.000000e+00 1.685067e-03
2106 0.000000e+00 5.461647e-03
2107 0.000000e+00 9.149954e-04
2108 3.499836e-05 4.867584e-03
2109 0.000000e+00 1.011406e-02
2110 0.000000e+00 5.763114e-03
2111 6.157631e-04 1.725489e-02
2112 3.795688e-04 3.118667e-04
2113 3.754440e-04 6.848941e-02
2114 0.000000e+00 0.000000e+00
2115 0.000000e+00 7.167722e-02
2116 0.000000e+00 2.575563e-03
2117 0.000000e+00 0.000000e+00
2118 0.000000e+00 0.000000e+00
2119 0.000000e+00 3.654993e-04
2120 0.000000e+00 3.227120e-03
2121 3.013564e-04 6.663689e-02
2122 0.000000e+00 0.000000e+00
2123 1.646039e-04 2.338138e-03
2124 0.000000e+00 4.613262e-02
2125 0.000000e+00 8.452157e-03
2126 0.000000e+00 2.504721e-02
2127 0.000000e+00 0.000000e+00
2128 0.000000e+00 3.084043e-02
2129 0.000000e+00 2.840103e-04
2130 0.000000e+00 3.589448e-04
2131 0.000000e+00 5.680205e-04
2132 0.000000e+00 2.550943e-02
2133 0.000000e+00 1.988071e-03
2134 0.000000e+00 4.828173e-03
2135 0.000000e+00 2.548097e-03
2136 1.136041e-03 1.683828e-03
2137 0.000000e+00 0.000000e+00
2138 0.000000e+00 1.079034e-03
2139 0.000000e+00 0.000000e+00
2140 0.000000e+00 0.000000e+00
2141 0.000000e+00 8.341664e-04
2142 0.000000e+00 3.306732e-02
2143 0.000000e+00 3.779764e-02
2144 0.000000e+00 0.000000e+00
2145 9.850442e-05 3.182675e-03
2146 2.023563e-04 7.384069e-03
2147 2.840102e-04 3.181871e-01
2148 0.000000e+00 0.000000e+00
2149 0.000000e+00 0.000000e+00
2150 1.136041e-03 2.933403e-01
2151 0.000000e+00 6.667648e-08
2152 0.000000e+00 7.744773e-04
2153 2.840103e-04 1.420051e-03
2154 0.000000e+00 2.840102e-04
2155 0.000000e+00 7.826932e-03
2156 0.000000e+00 2.201922e-02
2157 0.000000e+00 1.957304e-02
2158 0.000000e+00 1.803197e-03
2159 0.000000e+00 0.000000e+00
2160 0.000000e+00 7.348763e-04
2161 2.272082e-03 5.765331e-02
2162 0.000000e+00 0.000000e+00
2163 0.000000e+00 0.000000e+00
2164 0.000000e+00 7.750041e-03
2165 0.000000e+00 3.854249e-05
2166 1.658577e-05 3.911206e-02
2167 0.000000e+00 8.843830e-04
2168 0.000000e+00 1.168572e-03
2169 0.000000e+00 2.173579e-04
2170 8.114303e-04 2.511790e-03
2171 2.840102e-04 1.893263e-02
2172 0.000000e+00 0.000000e+00
2173 0.000000e+00 0.000000e+00
2174 0.000000e+00 0.000000e+00
2175 0.000000e+00 0.000000e+00
2176 0.000000e+00 0.000000e+00
2177 2.840102e-04 2.859331e-02
2178 2.825651e-04 5.378292e-04
2179 0.000000e+00 2.840102e-04
2180 0.000000e+00 0.000000e+00
2181 5.680204e-04 1.634199e-02
2182 0.000000e+00 5.271885e-03
2183 0.000000e+00 3.566597e-03
2184 0.000000e+00 3.039427e-04
2185 0.000000e+00 2.273627e-03
2186 0.000000e+00 2.556092e-03
2187 0.000000e+00 9.686336e-04
2188 3.278925e-05 1.420051e-03
2189 0.000000e+00 2.708486e-03
2190 2.904055e-06 8.520307e-04
2191 0.000000e+00 0.000000e+00
2192 0.000000e+00 2.627214e-04
2193 0.000000e+00 3.990667e-04
2194 0.000000e+00 5.328088e-04
2195 1.481283e-04 4.487822e-04
2196 0.000000e+00 5.680204e-04
2197 1.792424e-04 2.185019e-03
2198 0.000000e+00 7.095477e-03
2199 2.840102e-04 4.490552e-03
2200 5.680204e-04 0.000000e+00
2201 0.000000e+00 0.000000e+00
2202 0.000000e+00 1.355754e-03
2203 0.000000e+00 1.104398e-03
2204 0.000000e+00 2.840102e-04
2205 0.000000e+00 1.540440e-03
2206 9.098915e-05 2.964693e-01
2207 5.680204e-04 1.244920e-01
2208 2.840102e-04 6.808197e-02
2209 0.000000e+00 1.703566e-03
2210 2.840102e-04 6.808197e-02
2211 0.000000e+00 3.740151e-04
2212 0.000000e+00 0.000000e+00
2213 0.000000e+00 0.000000e+00
2214 0.000000e+00 0.000000e+00
2215 0.000000e+00 4.486364e-02
2216 0.000000e+00 1.407673e-02
2217 0.000000e+00 1.074665e-02
2218 0.000000e+00 6.965883e-03
2219 0.000000e+00 6.603172e-03
2220 4.504478e-04 3.683604e-03
2221 5.680204e-04 2.036319e-02
2222 0.000000e+00 2.043950e-01
2223 0.000000e+00 3.531772e-01
2224 1.016324e-04 1.145379e-03
2225 0.000000e+00 1.210991e-02
2226 5.680204e-04 8.088178e-03
2227 9.203470e-04 1.641547e-02
2228 0.000000e+00 0.000000e+00
2229 1.866988e-03 1.771628e-02
2230 0.000000e+00 0.000000e+00
2231 0.000000e+00 9.891137e-05
2232 8.520306e-04 8.520306e-04
2233 5.680204e-04 1.808620e-02
2234 0.000000e+00 5.840452e-03
2235 2.840102e-04 1.704061e-03
2236 0.000000e+00 1.704610e-03
2237 2.840102e-04 5.816890e-02
2238 2.229243e-04 2.359196e-02
2239 4.534637e-04 1.779788e-02
2240 0.000000e+00 1.732228e-02
2241 0.000000e+00 6.233127e-04
2242 0.000000e+00 3.580514e-03
2243 0.000000e+00 7.879314e-03
2244 1.172095e-03 6.900724e-03
2245 2.858435e-04 1.474954e-01
2246 2.784102e-04 3.207617e-03
2247 5.565432e-04 1.776565e-03
2248 5.105897e-04 4.387451e-03
2249 0.000000e+00 2.718780e-03
2250 0.000000e+00 3.009219e-03
2251 7.709861e-04 2.299116e-03
2252 0.000000e+00 0.000000e+00
2253 0.000000e+00 2.144857e-03
2254 0.000000e+00 6.381704e-03
2255 2.602631e-03 2.583410e-02
2256 0.000000e+00 3.444144e-05
2257 0.000000e+00 7.143351e-03
2258 0.000000e+00 6.997066e-02
2259 0.000000e+00 1.052072e-02
2260 8.899902e-08 1.833007e-02
2261 0.000000e+00 9.143430e-03
2262 0.000000e+00 0.000000e+00
2263 0.000000e+00 4.773813e-03
2264 0.000000e+00 3.494649e-04
2265 4.227225e-04 6.823690e-03
2266 3.566101e-04 3.476078e-03
2267 0.000000e+00 2.491702e-04
2268 0.000000e+00 0.000000e+00
2269 0.000000e+00 1.744305e-03
2270 0.000000e+00 2.840102e-03
2271 0.000000e+00 1.988071e-03
2272 0.000000e+00 2.205181e-03
 [ reached 'max' / getOption("max.print") -- omitted 3738 rows ]

2.3 해상도 통일 및 아웃라이어 제거: dt_daily, sf_daily

### 미세먼지 -> hourly에서 daily로 해상도 변경
dt_measurements_daily <- dt_measurements[, .(
    PM10 = mean(PM10, na.rm = TRUE),
    PM25 = mean(PM25, na.rm = TRUE)
  ), 
  by = .(TMSID2, date)]

dt_measurements_daily[, `:=`(
  year  = year(date),
  month = month(date),
  day   = day(date)
)]

### 아웃라이어 제거 및 frollmean 적용

setorder(dt_measurements_daily, TMSID2, date)

# ---------------------------------------------------------
# 단계 1: 아웃라이어 제거 방식 적용 (A, B, C)
# ---------------------------------------------------------

# (A) IQR 방식: 측정소(TMSID2)별로 계산하지 않고 전체 분포 기준으로 적용 시
# 만약 측정소별 IQR이 필요하면 아래 로직에 [ , by = TMSID2] 추가 필요
iqr_pm10 <- quantile(dt_measurements_daily$PM10, 0.75, na.rm = TRUE) + 1.5 * IQR(dt_measurements_daily$PM10, na.rm = TRUE)
iqr_pm25 <- quantile(dt_measurements_daily$PM25, 0.75, na.rm = TRUE) + 1.5 * IQR(dt_measurements_daily$PM25, na.rm = TRUE)

dt_measurements_daily[, `:=`(
  PM10_A = ifelse(PM10 > iqr_pm10, iqr_pm10, PM10),
  PM25_A = ifelse(PM25 > iqr_pm25, iqr_pm25, PM25),
  
  PM10_B = ifelse(PM10 > 300, NA, PM10),
  PM25_B = ifelse(PM25 > 150, NA, PM25),
  
  PM10_C = ifelse(PM10 > 200, NA, PM10),
  PM25_C = ifelse(PM25 > 100, NA, PM25)
)]

# ---------------------------------------------------------
# 단계 2: frollmean 적용 (a: 3일, b: 7일)
# ---------------------------------------------------------

# 가공할 대상 리스트
targets <- c("A", "B", "C")

for(type in targets) {
  p10_col <- paste0("PM10_", type)
  p25_col <- paste0("PM25_", type)
  
  # 1. 1일 (원본 그대로 유지)
  dt_measurements_daily[, (paste0(p10_col, "1")) := get(p10_col)]
  dt_measurements_daily[, (paste0(p25_col, "1")) := get(p25_col)]
  
  # 2. 3일 이동평균
  dt_measurements_daily[, (paste0(p10_col, "3")) := frollmean(get(p10_col), 3, na.rm = TRUE, align = "center"), by = TMSID2]
  dt_measurements_daily[, (paste0(p25_col, "3")) := frollmean(get(p25_col), 3, na.rm = TRUE, align = "center"), by = TMSID2]
  
  # 3. 7일 이동평균
  dt_measurements_daily[, (paste0(p10_col, "7")) := frollmean(get(p10_col), 7, na.rm = TRUE, align = "center"), by = TMSID2]
  dt_measurements_daily[, (paste0(p25_col, "7")) := frollmean(get(p25_col), 7, na.rm = TRUE, align = "center"), by = TMSID2]
}

# 루프 완료 후 중간 생성 컬럼(PM10_A 등) 제거하여 메모리 확보
cols_to_remove <- c(paste0("PM10_", targets), paste0("PM25_", targets))
dt_measurements_daily[, (cols_to_remove) := NULL]


cols_base <- c("TMSID2", "date", "year", "month", "day")
cols_pm10 <- grep("^PM10", names(dt_measurements_daily), value = TRUE)
cols_pm25 <- grep("^PM25", names(dt_measurements_daily), value = TRUE)
setcolorder(dt_measurements_daily, c(cols_base, cols_pm10, cols_pm25))


### 기존 변수 통합
dt_daily <- merge(
  x = dt_measurements_daily, 
  y = as.data.table(df_feat_correct_merged)[, !c("PM10", "PM25")], 
  by = c("TMSID2", "year"), 
  all.x = TRUE
)

### 공간정보 살린 버전
sf_daily <- dt_daily %>% st_as_sf()

dt_daily

3 ERA5-Land

3.1 ERA5-Land 데이터 불러오기

# ERA5-Land

### Data type: Gridded
### Projection: Regular latitude-longitude grid
### Horizontal coverage: Global
### Horizontal resolution: 0.1° x 0.1°; Native resolution is 9 km.
### Vertical coverage: From 2 m above the surface level, to a soil depth of 289 cm.
### Vertical resolution: 4 levels of the ECMWF surface model: Layer 1: 0 -7cm, Layer 2: 7 -28cm, Layer 3: 28-100cm, Layer 4: 100-289cm Some parameters are defined at 2 m over the surface.
### Temporal coverage: January 1950 to present
### Temporal resolution: Hourly
### File format: GRIB
### Update frequency: Daily

# Using Variables

### t2m: 2m temperature
### ssr: Surface net solar radiation
### u10: 10m u-component of wind
### v10: 10m v-component of wind
### sp: Surface pressure
### tp: Total precipitation

chr_dir_climate <- "/mnt/hdd001/huimori"
chr_ERA5_Land_file <- list.files(file.path(chr_dir_climate, "ERA5_Land"), pattern = "\\.nc$", full.names = TRUE)
chr_CHELSA_files <- list.files(file.path(chr_dir_climate, "Chelsa"), pattern = "\\.nc$", full.names = TRUE)

# 1. 경로 설정 및 파일 목록
chr_dir_climate <- "/mnt/hdd001/huimori"
zip_style_files <- sort(chr_ERA5_Land_file)
temp_extract_path <- file.path(tempdir(), "era5_working")
dir.create(temp_extract_path, showWarnings = FALSE, recursive = TRUE)

var_names_unique <- c("t2m", "ssr", "u10", "v10", "sp", "tp")
start_date_utc <- as.POSIXct("2009-12-01 00:00:00", tz = "UTC")

# 2. 모든 파일을 순회하며 변수별 레이어 리스트 생성
# 결과 구조: list(t2m = list(r1, r2...), ssr = list(r1, r2...), ...)
all_vars_list <- setNames(lapply(var_names_unique, function(x) list()), var_names_unique)

message(">>> 압축 해제 및 변수별 데이터 로드 시작...")

>>> 압축 해제 및 변수별 데이터 로드 시작...

for (i in seq_along(zip_style_files)) {
  f <- zip_style_files[i]
  target_subdir <- file.path(temp_extract_path, paste0("m_", i))
  dir.create(target_subdir, showWarnings = FALSE)
  
  unzip(f, files = "data_0.nc", exdir = target_subdir)
  real_nc <- file.path(target_subdir, "data_0.nc")
  
  if (file.exists(real_nc)) {
    r_full <- terra::rast(real_nc)
    
    for (v in var_names_unique) {
      idx <- grep(v, names(r_full))
      if (length(idx) > 0) {
        # 메모리에 즉시 로드 후 리스트에 추가
        all_vars_list[[v]][[i]] <- r_full[[idx]] * 1
      }
    }
  }
  unlink(target_subdir, recursive = TRUE)
  if (i %% 5 == 0) message(paste0("Progress: ", i, "/", length(zip_style_files), " files processed."))
}

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# 3. 변수별 SpatRaster 통합 및 단위 변환
message(">>> 변수별 통합 및 단위 변환 중...")

>>> 변수별 통합 및 단위 변환 중...

processed_rasters <- lapply(names(all_vars_list), function(v) {
  combined <- terra::rast(all_vars_list[[v]][!sapply(all_vars_list[[v]], is.null)])
  
  if (v == "t2m") {
    combined <- combined - 273.15  # Kelvin to Celsius
  } else if (v == "tp") {
    combined <- combined * 1000    # m(meters) to mm
  } else if (v == "sp") {
    combined <- combined / 100     # Pa to hPa
  }
  return(combined)
})
names(processed_rasters) <- var_names_unique

# 4. KST 기반 일 단위 집계 (2010-01-01 ~ 2024-12-31)
total_hours <- nlyr(processed_rasters[[1]])
full_time_seq_utc <- seq(from = start_date_utc, by = "hour", length.out = total_hours)
daily_index_kst <- as.Date(full_time_seq_utc, tz = "Asia/Seoul")

target_dates <- seq(as.Date("2010-01-01"), as.Date("2024-12-31"), by = "day")

era5_daily_list <- lapply(names(processed_rasters), function(v) {
  message(paste("[Aggregating]", v, "to Daily..."))
  
  # tapp을 이용한 일평균 계산
  daily_rast <- terra::tapp(processed_rasters[[v]], index = daily_index_kst, fun = mean)
  
  # 목표 날짜만 필터링 (레이어 이름이 Date 형식이므로 매칭 가능)
  available_dates <- as.Date(gsub("X", "", names(daily_rast)), format = "%Y.%m.%d")
  target_idx <- which(available_dates %in% target_dates)
  
  final_rast <- daily_rast[[target_idx]]
  names(final_rast) <- paste0(v, "_", format(available_dates[target_idx], "%Y%m%d"))
  return(final_rast)
})

[Aggregating] t2m to Daily...

[Aggregating] ssr to Daily...

[Aggregating] u10 to Daily...

[Aggregating] v10 to Daily...

[Aggregating] sp to Daily...

[Aggregating] tp to Daily...

era5_daily_list <- lapply(era5_daily_list, function(r) {
  terra::crs(r) <- "EPSG:4326"
  return(r)
})
# 5. 최종 SDS 구성
ras_era5 <- terra::sds(era5_daily_list)
names(ras_era5) <- c("temp_2m", "solar_rad", "u_wind", "v_wind", "pressure", "precip")


# 메모리 정리
unlink(temp_extract_path, recursive = TRUE)
gc()

            used   (Mb) gc trigger    (Mb)   max used    (Mb)
Ncells   8978439  479.6   18278220   976.2   18278220   976.2
Vcells 839207797 6402.7 1767434048 13484.5 1767432721 13484.5

lapply(ras_era5, function(x) {
  terra::summary(x[[1:5]])
})

$temp_2m
  t2m_20100101     t2m_20100102     t2m_20100103     t2m_20100104   
 Min.   :-3.583   Min.   :-2.604   Min.   :-2.550   Min.   :-1.972  
 1st Qu.: 1.294   1st Qu.: 1.972   1st Qu.: 1.608   1st Qu.: 1.398  
 Median : 2.548   Median : 3.880   Median : 3.842   Median : 3.312  
 Mean   : 2.766   Mean   : 3.845   Mean   : 3.745   Mean   : 3.644  
 3rd Qu.: 4.006   3rd Qu.: 5.530   3rd Qu.: 5.666   3rd Qu.: 5.717  
 Max.   :10.339   Max.   :10.947   Max.   :10.334   Max.   :11.398  
 NA's   :3409     NA's   :3409     NA's   :3409     NA's   :3409    
  t2m_20100105   
 Min.   :-2.576  
 1st Qu.: 1.915  
 Median : 3.067  
 Mean   : 3.496  
 3rd Qu.: 4.769  
 Max.   :12.177  
 NA's   :3409    

$solar_rad
  ssr_20100101       ssr_20100102       ssr_20100103      ssr_20100104    
 Min.   : 2433869   Min.   : 3786797   Min.   :3064661   Min.   :3344917  
 1st Qu.: 7097760   1st Qu.: 6629188   1st Qu.:5676719   1st Qu.:6363829  
 Median : 8557125   Median : 7420560   Median :6198640   Median :6919708  
 Mean   : 7946870   Mean   : 7573530   Mean   :6130891   Mean   :7014296  
 3rd Qu.: 9009572   3rd Qu.: 8506969   3rd Qu.:6664163   3rd Qu.:7969740  
 Max.   :10394427   Max.   :11348256   Max.   :8286496   Max.   :9420981  
 NA's   :3409       NA's   :3409       NA's   :3409      NA's   :3409     
  ssr_20100105     
 Min.   : 4099615  
 1st Qu.: 6585868  
 Median : 7727221  
 Mean   : 7604680  
 3rd Qu.: 8593335  
 Max.   :10840573  
 NA's   :3409      

$u_wind
  u10_20100101      u10_20100102      u10_20100103      u10_20100104    
 Min.   :-6.0541   Min.   :-3.7708   Min.   :-4.9885   Min.   :-5.5167  
 1st Qu.:-1.0607   1st Qu.: 0.1716   1st Qu.:-1.0834   1st Qu.:-0.0231  
 Median :-0.7238   Median : 0.8185   Median :-0.7554   Median : 0.1906  
 Mean   :-0.9320   Mean   : 0.7143   Mean   :-0.6932   Mean   : 0.0280  
 3rd Qu.:-0.4543   3rd Qu.: 1.1759   3rd Qu.:-0.1921   3rd Qu.: 0.4451  
 Max.   : 1.2774   Max.   : 5.6348   Max.   : 1.1789   Max.   : 1.4362  
 NA's   :3409      NA's   :3409      NA's   :3409      NA's   :3409     
  u10_20100105    
 Min.   :-0.0218  
 1st Qu.: 1.0795  
 Median : 1.3339  
 Mean   : 1.4534  
 3rd Qu.: 1.7493  
 Max.   : 3.9692  
 NA's   :3409     

$v_wind
  v10_20100101      v10_20100102      v10_20100103      v10_20100104    
 Min.   :-8.0002   Min.   :-1.7081   Min.   :-5.6592   Min.   :-3.7143  
 1st Qu.:-0.5616   1st Qu.: 0.0715   1st Qu.:-1.1741   1st Qu.:-0.1655  
 Median : 0.1859   Median : 0.4619   Median :-0.6389   Median : 0.3086  
 Mean   :-0.3080   Mean   : 0.5297   Mean   :-0.8481   Mean   : 0.0720  
 3rd Qu.: 0.5741   3rd Qu.: 0.9674   3rd Qu.:-0.2689   3rd Qu.: 0.5501  
 Max.   : 3.1603   Max.   : 3.2356   Max.   : 0.9869   Max.   : 4.1104  
 NA's   :3409      NA's   :3409      NA's   :3409      NA's   :3409     
  v10_20100105    
 Min.   :-5.4878  
 1st Qu.:-1.1292  
 Median :-0.5564  
 Mean   :-0.6461  
 3rd Qu.: 0.0673  
 Max.   : 1.9380  
 NA's   :3409     

$pressure
  sp_20100101      sp_20100102      sp_20100103      sp_20100104    
 Min.   : 923.8   Min.   : 920.2   Min.   : 918.1   Min.   : 917.4  
 1st Qu.: 984.7   1st Qu.: 981.2   1st Qu.: 978.3   1st Qu.: 977.7  
 Median :1004.4   Median :1001.5   Median : 997.7   Median : 997.5  
 Mean   : 998.2   Mean   : 995.1   Mean   : 991.7   Mean   : 991.5  
 3rd Qu.:1016.6   3rd Qu.:1013.6   3rd Qu.:1009.7   3rd Qu.:1009.7  
 Max.   :1033.9   Max.   :1032.5   Max.   :1026.6   Max.   :1027.4  
 NA's   :3409     NA's   :3409     NA's   :3409     NA's   :3409    
  sp_20100105    
 Min.   : 916.0  
 1st Qu.: 977.0  
 Median : 997.1  
 Mean   : 990.9  
 3rd Qu.:1009.4  
 Max.   :1027.0  
 NA's   :3409    

$precip
  tp_20100101      tp_20100102      tp_20100103       tp_20100104    
 Min.   :0.0000   Min.   :0.0006   Min.   : 0.0005   Min.   :0.0005  
 1st Qu.:0.0000   1st Qu.:0.0013   1st Qu.: 0.0866   1st Qu.:0.0161  
 Median :0.0039   Median :0.0091   Median : 0.3945   Median :0.3301  
 Mean   :0.1320   Mean   :0.0317   Mean   : 1.2825   Mean   :0.9818  
 3rd Qu.:0.0931   3rd Qu.:0.0511   3rd Qu.: 1.2510   3rd Qu.:0.9606  
 Max.   :1.5874   Max.   :0.2695   Max.   :11.0036   Max.   :8.8370  
 NA's   :3409     NA's   :3409     NA's   :3409      NA's   :3409    
  tp_20100105    
 Min.   :0.0001  
 1st Qu.:0.0065  
 Median :0.0397  
 Mean   :0.0888  
 3rd Qu.:0.1522  
 Max.   :1.0735  
 NA's   :3409    

3.2 버퍼 추출(30m)과 XGBoost

sf_monitors_unique <- dt_daily %>%
  dplyr::distinct(TMSID2, geometry) %>%
  dplyr::filter(!sf::st_is_empty(geometry)) %>% 
  st_as_sf() %>% 
  st_transform(terra::crs(ras_era5[1]))

list_monitors_era5 <- lapply(names(ras_era5), function(var_name) {
  ext_res <- chopin::extract_at(
    x = ras_era5[[var_name]],
    y = sf_monitors_unique,
    id = "TMSID2",
    func = "mean",
    radius = 30
  )
  dt_long <- melt(
    as.data.table(ext_res),
    id.vars = "TMSID2",
    variable.name = "date_str",
    value.name = var_name # 컬럼명을 해당 변수명으로 설정
  )
  dt_long[, date := as.IDate(stringr::str_extract(date_str, "\\d{8}$"), format = "%Y%m%d")]
  dt_long[, .(TMSID2, date, get(var_name))] %>% setnames("V3", var_name)
})

# 2. 모든 변수 리스트를 하나의 Data Table로 병합
# TMSID2와 date를 기준으로 순차적 Join 수행
dt_monitors_era5 <- purrr::reduce(list_monitors_era5, function(x, y) {
  merge(x, y, by = c("TMSID2", "date"), all = TRUE)
})

# 3. 정렬
setorder(dt_monitors_era5, TMSID2, date)

# 4. dt_daily와 합치기
dt_daily_era5 <- merge(
  x = dt_daily, 
  y = dt_monitors_era5, 
  by = c("TMSID2", "date"), 
  all.x = TRUE
)

trees = (n_estimators): 학습 과정에서 생성된 decision tree의 총 개수

tree_depth = (max_depth): 개별 나무가 아래로 얼마나 깊게 내려갈지를 결정하는 최대 층수.

learn_rate = (eta): 각 단계에서 새로 생성된 나무의 기여도를 얼마나 반영할지 결정하는 학습률.

mtry = (colsample_bytree): 각 노드를 분할할 때 무작위로 후보군에 포함시킬 독립 변수의 개수.

min_n = (min_child_weight): 노드가 더 분할되기 위해 해당 노드에 포함되어야 하는 최소 관측치 수.

df_model_full <- st_as_sf(dt_daily_era5)

# 예측 변수군 (Targets)
target_vars <- c("PM10", "PM25", 
                 grep("^PM10_", names(df_model_full), value = TRUE), 
                 grep("^PM25_", names(df_model_full), value = TRUE))

# 예측에 사용할 변수군 (Predictors)
loc_topo_vars <- c("site_type", "d_road", "dsm", "dem", "mtpi", "mtpi_1km")
landuse_vars  <- grep("^lc_", names(df_model_full), value = TRUE)
meteo_vars    <- c("temp_2m", "solar_rad", "u_wind", "v_wind", "pressure", "precip")

# 모든 식별자 및 보조 정보 (학습 제외 대상)
id_vars <- c("TMSID", "TMSID2", "date", "year", "month", "day", 
             "date_start", "date_end", "coords_google")

# 데이터 정제 (select 시 id_vars를 모두 포함)
df_model_refined <- df_model_full %>%
  select(any_of(id_vars), all_of(target_vars), 
         all_of(loc_topo_vars), all_of(landuse_vars), 
         all_of(meteo_vars)) %>%
  filter(!is.na(site_type))

df_train_full <- df_model_refined %>% filter(year < 2023)
df_test_full  <- df_model_refined %>% filter(year == 2023)

Sys.setenv(R_FUTURE_GLOBALS_MAXSIZE = "100000000000") 
options(future.globals.maxSize = 100 * 1024^3)
plan(mirai_multisession, workers = 5)

# 0. 식별자 리스트 정의 (Recipe 에러 방지용)
id_vars_pool <- c("TMSID", "TMSID2", "date", "year", "month", "day", "date_start", "date_end", "coords_google")

# 1. 타겟 정의
pm10_targets <- c("PM10", grep("^PM10_", names(df_train_full), value = TRUE))
pm25_targets <- c("PM25", grep("^PM25_", names(df_train_full), value = TRUE))
all_targets  <- c(pm10_targets, pm25_targets)

message(paste(">>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟:", length(all_targets), ")"))

>>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟: 20 )

# 2. 병렬 루프 수행 (성능 지표 + 최적 파라미터 기록)
tuning_results_list <- furrr::future_map(all_targets, function(target) {
  options(future.globals.maxSize = 100 * 1024^3)
  
  suppressPackageStartupMessages({
    library(sf)
    library(tidymodels)
    library(spatialsample)
    library(finetune)
    library(xgboost)
    library(dplyr)
    library(tidyr)
    library(vip)
  })
  
  # 데이터 준비
  df_train_sub <- df_train_full %>% filter(!is.na(!!sym(target)))
  df_test_sub  <- df_test_full %>% filter(!is.na(!!sym(target)))
  
  set.seed(123)
  target_folds <- spatial_block_cv(df_train_sub, v = 5)
  
  # 레시피 설정
  target_recipe <- recipe(formula(paste(target, "~ .")), data = df_train_sub) %>%
    update_role(any_of(id_vars_pool), geometry, new_role = "ID") %>%
    update_role(all_of(all_targets), new_role = "target_pool") %>%
    update_role(all_of(target), new_role = "outcome") %>%
    step_rm(has_role("target_pool"), -has_role("outcome")) %>% 
    step_unknown(all_nominal_predictors(), new_level = "unknown") %>%
    step_novel(all_nominal_predictors()) %>%
    step_impute_median(all_numeric_predictors()) %>% 
    step_dummy(all_nominal_predictors()) %>%
    step_zv(all_predictors())
  
  # 모델 사양
  target_spec <- boost_tree(
    trees = 500,
    tree_depth = tune(),
    learn_rate = tune(),
    mtry = tune(),
    min_n = tune(),
    loss_reduction = tune()
  ) %>% 
    set_engine("xgboost", tree_method = "hist", nthread = 8) %>% 
    set_mode("regression")
  
  target_wf <- workflow() %>% add_recipe(target_recipe) %>% add_model(target_spec)
  
  # Race ANOVA 튜닝
  set.seed(123)
  target_tune_res <- tune_race_anova(
    target_wf,
    resamples = target_folds,
    grid = 25,
    metrics = metric_set(rmse, mae, rsq),
    control = control_race(save_pred = FALSE, verbose_elim = FALSE)
  )
  
  # 최적 파라미터 추출
  best_p <- select_best(target_tune_res, metric = "rmse")
  
  # 최종 모델 학습 및 검증
  final_fit_res <- finalize_workflow(target_wf, best_p) %>% fit(data = df_train_sub)
  
  # 변수 중요도 추출 (상위 10개
  vi_data <- final_fit_res %>%
    extract_fit_parsnip() %>%
    vi() %>%
    slice_max(Importance, n = 10) %>%
    mutate(vi_combined = paste0(Variable, "(", round(Importance, 4), ")")) %>%
    summarise(top_features = paste(vi_combined, collapse = ", "))
  
  # 성능 지표 산출 및 파라미터 결합
  metrics <- predict(final_fit_res, df_test_sub) %>%
    bind_cols(df_test_sub %>% st_drop_geometry() %>% select(all_of(target))) %>%
    metric_set(rmse, mae, rsq)(truth = !!sym(target), estimate = .pred) %>%
    select(.metric, .estimate) %>%
    pivot_wider(names_from = .metric, values_from = .estimate) %>%
    mutate(
      target_variable = target,
      importance_top10 = vi_data$top_features) %>%
    bind_cols(best_p %>% select(-.config))
  
  gc()
  return(metrics)
  
}, .options = furrr::furrr_options(
     seed = TRUE, 
     globals = list(df_train_full = df_train_full, 
                    df_test_full = df_test_full,
                    id_vars_pool = id_vars_pool,
                    all_targets = all_targets),
     packages = c("tidymodels", "spatialsample", "finetune", "xgboost", "dplyr", "tidyr", "sf", "vip")
   ))

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

# 3. 결과 통합
all_results_df <- bind_rows(tuning_results_list)

summary_pm10 <- all_results_df %>% filter(target_variable %in% pm10_targets) %>% arrange(rmse)
summary_pm25 <- all_results_df %>% filter(target_variable %in% pm25_targets) %>% arrange(rmse)

print("--- PM10 모델 성능 순위 ---")

[1] "--- PM10 모델 성능 순위 ---"

print(summary_pm10)

# A tibble: 10 × 10
    rmse   mae    rsq target_variable
   <dbl> <dbl>  <dbl> <chr>          
 1  14.3  11.5 0.270  PM10_A7        
 2  16.0  12.5 0.242  PM10_C7        
 3  17.4  13.7 0.180  PM10_A3        
 4  17.6  13.3 0.222  PM10_B7        
 5  19.8  14.9 0.148  PM10_C3        
 6  20.6  16.1 0.112  PM10_A1        
 7  22.0  15.6 0.133  PM10_B3        
 8  23.7  17.2 0.0851 PM10_C1        
 9  27.1  18.1 0.0682 PM10_B1        
10  28.0  18.4 0.0698 PM10           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.1763), solar_rad(0.132), precip(0.1041), u_wind(0.0713), v_wind(0.…
 2 temp_2m(0.1739), solar_rad(0.1312), precip(0.1088), u_wind(0.0746), v_wind(0…
 3 temp_2m(0.1703), solar_rad(0.1379), precip(0.1258), u_wind(0.0885), v_wind(0…
 4 temp_2m(0.1724), solar_rad(0.1345), precip(0.11), u_wind(0.0755), v_wind(0.0…
 5 temp_2m(0.1701), solar_rad(0.1364), precip(0.1311), u_wind(0.0927), v_wind(0…
 6 temp_2m(0.1641), precip(0.1401), solar_rad(0.1401), u_wind(0.1042), v_wind(0…
 7 temp_2m(0.1665), solar_rad(0.1401), precip(0.1334), u_wind(0.0946), v_wind(0…
 8 temp_2m(0.1669), precip(0.1456), solar_rad(0.1371), u_wind(0.1081), v_wind(0…
 9 temp_2m(0.1615), precip(0.1475), solar_rad(0.143), u_wind(0.1095), v_wind(0.…
10 temp_2m(0.1721), precip(0.1419), solar_rad(0.1404), u_wind(0.1112), v_wind(0…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    25     9         15     0.0750        0.00464
 2    25     9         15     0.0750        0.00464
 3    25     9         15     0.0750        0.00464
 4    25     9         15     0.0750        0.00464
 5    25     9         15     0.0750        0.00464
 6    25     9         15     0.0750        0.00464
 7    25     9         15     0.0750        0.00464
 8    25     9         15     0.0750        0.00464
 9    25     9         15     0.0750        0.00464
10    25     9         15     0.0750        0.00464

print("--- PM25 모델 성능 순위 ---")

[1] "--- PM25 모델 성능 순위 ---"

print(summary_pm25)

# A tibble: 10 × 10
    rmse   mae    rsq target_variable
   <dbl> <dbl>  <dbl> <chr>          
 1  7.27  5.79 0.229  PM25_A7        
 2  8.10  6.30 0.228  PM25_C7        
 3  8.25  6.38 0.226  PM25_B7        
 4  9.07  7.24 0.143  PM25_A3        
 5 10.2   7.84 0.138  PM25_C3        
 6 10.4   7.91 0.136  PM25_B3        
 7 11.1   8.81 0.0775 PM25_A1        
 8 12.5   9.45 0.0752 PM25_C1        
 9 12.7   9.52 0.0736 PM25_B1        
10 12.7   9.58 0.0714 PM25           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.2178), solar_rad(0.1321), precip(0.1149), u_wind(0.0841), v_wind(0…
 2 temp_2m(0.2183), solar_rad(0.1322), precip(0.1201), u_wind(0.0879), v_wind(0…
 3 temp_2m(0.2161), solar_rad(0.1349), precip(0.1232), u_wind(0.091), v_wind(0.…
 4 temp_2m(0.2016), solar_rad(0.1412), precip(0.1392), u_wind(0.101), v_wind(0.…
 5 temp_2m(0.2007), precip(0.1431), solar_rad(0.1413), u_wind(0.1048), v_wind(0…
 6 temp_2m(0.2018), precip(0.1483), solar_rad(0.1437), u_wind(0.1038), v_wind(0…
 7 temp_2m(0.1907), precip(0.1567), solar_rad(0.1419), u_wind(0.114), v_wind(0.…
 8 temp_2m(0.1816), precip(0.1604), solar_rad(0.1455), u_wind(0.1178), v_wind(0…
 9 temp_2m(0.1894), precip(0.1632), solar_rad(0.1434), u_wind(0.1173), v_wind(0…
10 temp_2m(0.1862), precip(0.1642), solar_rad(0.1439), u_wind(0.1192), v_wind(0…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    25     9         15     0.0750        0.00464
 2    25     9         15     0.0750        0.00464
 3    25     9         15     0.0750        0.00464
 4    25     9         15     0.0750        0.00464
 5    25     9         15     0.0750        0.00464
 6    25     9         15     0.0750        0.00464
 7    25     9         15     0.0750        0.00464
 8    25     9         15     0.0750        0.00464
 9    25     9         15     0.0750        0.00464
10    25     9         15     0.0750        0.00464

write.csv(summary_pm10, 
          file = file.path(target_dir, "summary_performance_era5_pm10_30m.csv"), 
          row.names = FALSE)

write.csv(summary_pm25, 
          file = file.path(target_dir, "summary_performance_era5_pm25_30m.csv"), 
          row.names = FALSE)

3.3 버퍼 추출(100m)과 XGBoost

sf_monitors_unique <- dt_daily %>%
  dplyr::distinct(TMSID2, geometry) %>%
  dplyr::filter(!sf::st_is_empty(geometry)) %>% 
  st_as_sf() %>% 
  st_transform(terra::crs(ras_era5[1]))

list_monitors_era5 <- lapply(names(ras_era5), function(var_name) {
  ext_res <- chopin::extract_at(
    x = ras_era5[[var_name]],
    y = sf_monitors_unique,
    id = "TMSID2",
    func = "mean",
    radius = 100
  )
  dt_long <- melt(
    as.data.table(ext_res),
    id.vars = "TMSID2",
    variable.name = "date_str",
    value.name = var_name # 컬럼명을 해당 변수명으로 설정
  )
  dt_long[, date := as.IDate(stringr::str_extract(date_str, "\\d{8}$"), format = "%Y%m%d")]
  dt_long[, .(TMSID2, date, get(var_name))] %>% setnames("V3", var_name)
})

# 2. 모든 변수 리스트를 하나의 Data Table로 병합
# TMSID2와 date를 기준으로 순차적 Join 수행
dt_monitors_era5 <- purrr::reduce(list_monitors_era5, function(x, y) {
  merge(x, y, by = c("TMSID2", "date"), all = TRUE)
})

# 3. 정렬
setorder(dt_monitors_era5, TMSID2, date)

# 4. dt_daily와 합치기
dt_daily_era5 <- merge(
  x = dt_daily, 
  y = dt_monitors_era5, 
  by = c("TMSID2", "date"), 
  all.x = TRUE
)

trees = (n_estimators): 학습 과정에서 생성된 decision tree의 총 개수

tree_depth = (max_depth): 개별 나무가 아래로 얼마나 깊게 내려갈지를 결정하는 최대 층수.

learn_rate = (eta): 각 단계에서 새로 생성된 나무의 기여도를 얼마나 반영할지 결정하는 학습률.

mtry = (colsample_bytree): 각 노드를 분할할 때 무작위로 후보군에 포함시킬 독립 변수의 개수.

min_n = (min_child_weight): 노드가 더 분할되기 위해 해당 노드에 포함되어야 하는 최소 관측치 수.

df_model_full <- st_as_sf(dt_daily_era5)

# 예측 변수군 (Targets)
target_vars <- c("PM10", "PM25", 
                 grep("^PM10_", names(df_model_full), value = TRUE), 
                 grep("^PM25_", names(df_model_full), value = TRUE))

# 예측에 사용할 변수군 (Predictors)
loc_topo_vars <- c("site_type", "d_road", "dsm", "dem", "mtpi", "mtpi_1km")
landuse_vars  <- grep("^lc_", names(df_model_full), value = TRUE)
meteo_vars    <- c("temp_2m", "solar_rad", "u_wind", "v_wind", "pressure", "precip")

# 모든 식별자 및 보조 정보 (학습 제외 대상)
id_vars <- c("TMSID", "TMSID2", "date", "year", "month", "day", 
             "date_start", "date_end", "coords_google")

# 데이터 정제 (select 시 id_vars를 모두 포함)
df_model_refined <- df_model_full %>%
  select(any_of(id_vars), all_of(target_vars), 
         all_of(loc_topo_vars), all_of(landuse_vars), 
         all_of(meteo_vars)) %>%
  filter(!is.na(site_type))

df_train_full <- df_model_refined %>% filter(year < 2023)
df_test_full  <- df_model_refined %>% filter(year == 2023)

Sys.setenv(R_FUTURE_GLOBALS_MAXSIZE = "100000000000") 
options(future.globals.maxSize = 100 * 1024^3)
plan(mirai_multisession, workers = 5)

# 0. 식별자 리스트 정의 (Recipe 에러 방지용)
id_vars_pool <- c("TMSID", "TMSID2", "date", "year", "month", "day", "date_start", "date_end", "coords_google")

# 1. 타겟 정의
pm10_targets <- c("PM10", grep("^PM10_", names(df_train_full), value = TRUE))
pm25_targets <- c("PM25", grep("^PM25_", names(df_train_full), value = TRUE))
all_targets  <- c(pm10_targets, pm25_targets)

message(paste(">>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟:", length(all_targets), ")"))

>>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟: 20 )

# 2. 병렬 루프 수행 (성능 지표 + 최적 파라미터 기록)
tuning_results_list <- furrr::future_map(all_targets, function(target) {
  options(future.globals.maxSize = 100 * 1024^3)
  
  suppressPackageStartupMessages({
    library(sf)
    library(tidymodels)
    library(spatialsample)
    library(finetune)
    library(xgboost)
    library(dplyr)
    library(tidyr)
    library(vip)
  })
  
  # 데이터 준비
  df_train_sub <- df_train_full %>% filter(!is.na(!!sym(target)))
  df_test_sub  <- df_test_full %>% filter(!is.na(!!sym(target)))
  
  set.seed(123)
  target_folds <- spatial_block_cv(df_train_sub, v = 5)
  
  # 레시피 설정
  target_recipe <- recipe(formula(paste(target, "~ .")), data = df_train_sub) %>%
    update_role(any_of(id_vars_pool), geometry, new_role = "ID") %>%
    update_role(all_of(all_targets), new_role = "target_pool") %>%
    update_role(all_of(target), new_role = "outcome") %>%
    step_rm(has_role("target_pool"), -has_role("outcome")) %>% 
    step_unknown(all_nominal_predictors(), new_level = "unknown") %>%
    step_novel(all_nominal_predictors()) %>%
    step_impute_median(all_numeric_predictors()) %>% 
    step_dummy(all_nominal_predictors()) %>%
    step_zv(all_predictors())
  
  # 모델 사양
  target_spec <- boost_tree(
    trees = 500,
    tree_depth = tune(),
    learn_rate = tune(),
    mtry = tune(),
    min_n = tune(),
    loss_reduction = tune()
  ) %>% 
    set_engine("xgboost", tree_method = "hist", nthread = 8) %>% 
    set_mode("regression")
  
  target_wf <- workflow() %>% add_recipe(target_recipe) %>% add_model(target_spec)
  
  # Race ANOVA 튜닝
  set.seed(123)
  target_tune_res <- tune_race_anova(
    target_wf,
    resamples = target_folds,
    grid = 25,
    metrics = metric_set(rmse, mae, rsq),
    control = control_race(save_pred = FALSE, verbose_elim = FALSE)
  )
  
  # 최적 파라미터 추출
  best_p <- select_best(target_tune_res, metric = "rmse")
  
  # 최종 모델 학습 및 검증
  final_fit_res <- finalize_workflow(target_wf, best_p) %>% fit(data = df_train_sub)
  
  # 변수 중요도 추출 (상위 10개
  vi_data <- final_fit_res %>%
    extract_fit_parsnip() %>%
    vi() %>%
    slice_max(Importance, n = 10) %>%
    mutate(vi_combined = paste0(Variable, "(", round(Importance, 4), ")")) %>%
    summarise(top_features = paste(vi_combined, collapse = ", "))
  
  # 성능 지표 산출 및 파라미터 결합
  metrics <- predict(final_fit_res, df_test_sub) %>%
    bind_cols(df_test_sub %>% st_drop_geometry() %>% select(all_of(target))) %>%
    metric_set(rmse, mae, rsq)(truth = !!sym(target), estimate = .pred) %>%
    select(.metric, .estimate) %>%
    pivot_wider(names_from = .metric, values_from = .estimate) %>%
    mutate(
      target_variable = target,
      importance_top10 = vi_data$top_features) %>%
    bind_cols(best_p %>% select(-.config))
  
  gc()
  return(metrics)
  
}, .options = furrr::furrr_options(
     seed = TRUE, 
     globals = list(df_train_full = df_train_full, 
                    df_test_full = df_test_full,
                    id_vars_pool = id_vars_pool,
                    all_targets = all_targets),
     packages = c("tidymodels", "spatialsample", "finetune", "xgboost", "dplyr", "tidyr", "sf", "vip")
   ))

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

# 3. 결과 통합
all_results_df <- bind_rows(tuning_results_list)

summary_pm10 <- all_results_df %>% filter(target_variable %in% pm10_targets) %>% arrange(rmse)
summary_pm25 <- all_results_df %>% filter(target_variable %in% pm25_targets) %>% arrange(rmse)

print("--- PM10 모델 성능 순위 ---")

[1] "--- PM10 모델 성능 순위 ---"

print(summary_pm10)

# A tibble: 10 × 10
    rmse   mae    rsq target_variable
   <dbl> <dbl>  <dbl> <chr>          
 1  14.3  11.5 0.273  PM10_A7        
 2  16.0  12.5 0.243  PM10_C7        
 3  17.3  13.7 0.184  PM10_A3        
 4  17.6  13.3 0.224  PM10_B7        
 5  19.8  14.9 0.148  PM10_C3        
 6  20.6  16.1 0.114  PM10_A1        
 7  22.0  15.6 0.132  PM10_B3        
 8  23.6  17.2 0.0898 PM10_C1        
 9  27.1  18.1 0.0696 PM10_B1        
10  28.0  18.4 0.0690 PM10           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.1765), solar_rad(0.1321), precip(0.1024), v_wind(0.0719), u_wind(0…
 2 temp_2m(0.1703), solar_rad(0.1359), precip(0.1104), u_wind(0.075), v_wind(0.…
 3 temp_2m(0.1705), solar_rad(0.1404), precip(0.1232), u_wind(0.0889), v_wind(0…
 4 temp_2m(0.1726), solar_rad(0.135), precip(0.1102), u_wind(0.0767), v_wind(0.…
 5 temp_2m(0.1692), solar_rad(0.1396), precip(0.131), u_wind(0.0923), v_wind(0.…
 6 temp_2m(0.1629), precip(0.143), solar_rad(0.1414), u_wind(0.1026), v_wind(0.…
 7 temp_2m(0.1677), solar_rad(0.1393), precip(0.1343), u_wind(0.0942), v_wind(0…
 8 temp_2m(0.1629), precip(0.1476), solar_rad(0.141), u_wind(0.1072), v_wind(0.…
 9 temp_2m(0.1589), precip(0.1472), solar_rad(0.1446), u_wind(0.11), v_wind(0.0…
10 temp_2m(0.1696), precip(0.1431), solar_rad(0.1404), u_wind(0.1141), v_wind(0…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    25     9         15     0.0750        0.00464
 2    25     9         15     0.0750        0.00464
 3    25     9         15     0.0750        0.00464
 4    25     9         15     0.0750        0.00464
 5    25     9         15     0.0750        0.00464
 6    25     9         15     0.0750        0.00464
 7    25     9         15     0.0750        0.00464
 8    25     9         15     0.0750        0.00464
 9    25     9         15     0.0750        0.00464
10    25     9         15     0.0750        0.00464

print("--- PM25 모델 성능 순위 ---")

[1] "--- PM25 모델 성능 순위 ---"

print(summary_pm25)

# A tibble: 10 × 10
    rmse   mae    rsq target_variable
   <dbl> <dbl>  <dbl> <chr>          
 1  7.28  5.80 0.229  PM25_A7        
 2  8.13  6.33 0.226  PM25_C7        
 3  8.25  6.38 0.225  PM25_B7        
 4  9.07  7.23 0.141  PM25_A3        
 5 10.2   7.82 0.141  PM25_C3        
 6 10.3   7.88 0.138  PM25_B3        
 7 11.1   8.84 0.0746 PM25_A1        
 8 12.5   9.44 0.0745 PM25_C1        
 9 12.7   9.51 0.0740 PM25           
10 12.7   9.54 0.0720 PM25_B1        
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.2219), solar_rad(0.1306), precip(0.1144), u_wind(0.0843), v_wind(0…
 2 temp_2m(0.2187), solar_rad(0.1337), precip(0.1208), u_wind(0.0881), v_wind(0…
 3 temp_2m(0.214), solar_rad(0.1365), precip(0.1237), u_wind(0.0894), v_wind(0.…
 4 temp_2m(0.2054), solar_rad(0.1398), precip(0.1386), u_wind(0.0995), v_wind(0…
 5 temp_2m(0.2044), precip(0.1428), solar_rad(0.1384), u_wind(0.1045), v_wind(0…
 6 temp_2m(0.2012), precip(0.1471), solar_rad(0.1456), u_wind(0.1034), v_wind(0…
 7 temp_2m(0.1956), precip(0.1561), solar_rad(0.1383), u_wind(0.1143), v_wind(0…
 8 temp_2m(0.1802), precip(0.1616), solar_rad(0.1477), u_wind(0.1163), v_wind(0…
 9 temp_2m(0.1836), precip(0.1633), solar_rad(0.1459), u_wind(0.1188), v_wind(0…
10 temp_2m(0.1866), precip(0.162), solar_rad(0.1453), u_wind(0.1174), v_wind(0.…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    25     9         15     0.0750        0.00464
 2    25     9         15     0.0750        0.00464
 3    25     9         15     0.0750        0.00464
 4    25     9         15     0.0750        0.00464
 5    25     9         15     0.0750        0.00464
 6    25     9         15     0.0750        0.00464
 7    25     9         15     0.0750        0.00464
 8    25     9         15     0.0750        0.00464
 9    25     9         15     0.0750        0.00464
10    25     9         15     0.0750        0.00464

write.csv(summary_pm10, 
          file = file.path(target_dir, "summary_performance_era5_pm10_100m.csv"), 
          row.names = FALSE)

write.csv(summary_pm25, 
          file = file.path(target_dir, "summary_performance_era5_pm25_100m.csv"), 
          row.names = FALSE)

3.4 버퍼 추출(1000m)과 XGBoost

sf_monitors_unique <- dt_daily %>%
  dplyr::distinct(TMSID2, geometry) %>%
  dplyr::filter(!sf::st_is_empty(geometry)) %>% 
  st_as_sf() %>% 
  st_transform(terra::crs(ras_era5[1]))

list_monitors_era5 <- lapply(names(ras_era5), function(var_name) {
  ext_res <- chopin::extract_at(
    x = ras_era5[[var_name]],
    y = sf_monitors_unique,
    id = "TMSID2",
    func = "mean",
    radius = 1000
  )
  dt_long <- melt(
    as.data.table(ext_res),
    id.vars = "TMSID2",
    variable.name = "date_str",
    value.name = var_name # 컬럼명을 해당 변수명으로 설정
  )
  dt_long[, date := as.IDate(stringr::str_extract(date_str, "\\d{8}$"), format = "%Y%m%d")]
  dt_long[, .(TMSID2, date, get(var_name))] %>% setnames("V3", var_name)
})

# 2. 모든 변수 리스트를 하나의 Data Table로 병합
# TMSID2와 date를 기준으로 순차적 Join 수행
dt_monitors_era5 <- purrr::reduce(list_monitors_era5, function(x, y) {
  merge(x, y, by = c("TMSID2", "date"), all = TRUE)
})

# 3. 정렬
setorder(dt_monitors_era5, TMSID2, date)

# 4. dt_daily와 합치기
dt_daily_era5 <- merge(
  x = dt_daily, 
  y = dt_monitors_era5, 
  by = c("TMSID2", "date"), 
  all.x = TRUE
)

trees = (n_estimators): 학습 과정에서 생성된 decision tree의 총 개수

tree_depth = (max_depth): 개별 나무가 아래로 얼마나 깊게 내려갈지를 결정하는 최대 층수.

learn_rate = (eta): 각 단계에서 새로 생성된 나무의 기여도를 얼마나 반영할지 결정하는 학습률.

mtry = (colsample_bytree): 각 노드를 분할할 때 무작위로 후보군에 포함시킬 독립 변수의 개수.

min_n = (min_child_weight): 노드가 더 분할되기 위해 해당 노드에 포함되어야 하는 최소 관측치 수.

df_model_full <- st_as_sf(dt_daily_era5)

# 예측 변수군 (Targets)
target_vars <- c("PM10", "PM25", 
                 grep("^PM10_", names(df_model_full), value = TRUE), 
                 grep("^PM25_", names(df_model_full), value = TRUE))

# 예측에 사용할 변수군 (Predictors)
loc_topo_vars <- c("site_type", "d_road", "dsm", "dem", "mtpi", "mtpi_1km")
landuse_vars  <- grep("^lc_", names(df_model_full), value = TRUE)
meteo_vars    <- c("temp_2m", "solar_rad", "u_wind", "v_wind", "pressure", "precip")

# 모든 식별자 및 보조 정보 (학습 제외 대상)
id_vars <- c("TMSID", "TMSID2", "date", "year", "month", "day", 
             "date_start", "date_end", "coords_google")

# 데이터 정제 (select 시 id_vars를 모두 포함)
df_model_refined <- df_model_full %>%
  select(any_of(id_vars), all_of(target_vars), 
         all_of(loc_topo_vars), all_of(landuse_vars), 
         all_of(meteo_vars)) %>%
  filter(!is.na(site_type))

df_train_full <- df_model_refined %>% filter(year < 2023)
df_test_full  <- df_model_refined %>% filter(year == 2023)

Sys.setenv(R_FUTURE_GLOBALS_MAXSIZE = "100000000000") 
options(future.globals.maxSize = 100 * 1024^3)
plan(mirai_multisession, workers = 5)

# 0. 식별자 리스트 정의 (Recipe 에러 방지용)
id_vars_pool <- c("TMSID", "TMSID2", "date", "year", "month", "day", "date_start", "date_end", "coords_google")

# 1. 타겟 정의
pm10_targets <- c("PM10", grep("^PM10_", names(df_train_full), value = TRUE))
pm25_targets <- c("PM25", grep("^PM25_", names(df_train_full), value = TRUE))
all_targets  <- c(pm10_targets, pm25_targets)

message(paste(">>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟:", length(all_targets), ")"))

>>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟: 20 )

# 2. 병렬 루프 수행 (성능 지표 + 최적 파라미터 기록)
tuning_results_list <- furrr::future_map(all_targets, function(target) {
  options(future.globals.maxSize = 100 * 1024^3)
  
  suppressPackageStartupMessages({
    library(sf)
    library(tidymodels)
    library(spatialsample)
    library(finetune)
    library(xgboost)
    library(dplyr)
    library(tidyr)
    library(vip)
  })
  
  # 데이터 준비
  df_train_sub <- df_train_full %>% filter(!is.na(!!sym(target)))
  df_test_sub  <- df_test_full %>% filter(!is.na(!!sym(target)))
  
  set.seed(123)
  target_folds <- spatial_block_cv(df_train_sub, v = 5)
  
  # 레시피 설정
  target_recipe <- recipe(formula(paste(target, "~ .")), data = df_train_sub) %>%
    update_role(any_of(id_vars_pool), geometry, new_role = "ID") %>%
    update_role(all_of(all_targets), new_role = "target_pool") %>%
    update_role(all_of(target), new_role = "outcome") %>%
    step_rm(has_role("target_pool"), -has_role("outcome")) %>% 
    step_unknown(all_nominal_predictors(), new_level = "unknown") %>%
    step_novel(all_nominal_predictors()) %>%
    step_impute_median(all_numeric_predictors()) %>% 
    step_dummy(all_nominal_predictors()) %>%
    step_zv(all_predictors())
  
  # 모델 사양
  target_spec <- boost_tree(
    trees = 500,
    tree_depth = tune(),
    learn_rate = tune(),
    mtry = tune(),
    min_n = tune(),
    loss_reduction = tune()
  ) %>% 
    set_engine("xgboost", tree_method = "hist", nthread = 8) %>% 
    set_mode("regression")
  
  target_wf <- workflow() %>% add_recipe(target_recipe) %>% add_model(target_spec)
  
  # Race ANOVA 튜닝
  set.seed(123)
  target_tune_res <- tune_race_anova(
    target_wf,
    resamples = target_folds,
    grid = 25,
    metrics = metric_set(rmse, mae, rsq),
    control = control_race(save_pred = FALSE, verbose_elim = FALSE)
  )
  
  # 최적 파라미터 추출
  best_p <- select_best(target_tune_res, metric = "rmse")
  
  # 최종 모델 학습 및 검증
  final_fit_res <- finalize_workflow(target_wf, best_p) %>% fit(data = df_train_sub)
  
  # 변수 중요도 추출 (상위 10개
  vi_data <- final_fit_res %>%
    extract_fit_parsnip() %>%
    vi() %>%
    slice_max(Importance, n = 10) %>%
    mutate(vi_combined = paste0(Variable, "(", round(Importance, 4), ")")) %>%
    summarise(top_features = paste(vi_combined, collapse = ", "))
  
  # 성능 지표 산출 및 파라미터 결합
  metrics <- predict(final_fit_res, df_test_sub) %>%
    bind_cols(df_test_sub %>% st_drop_geometry() %>% select(all_of(target))) %>%
    metric_set(rmse, mae, rsq)(truth = !!sym(target), estimate = .pred) %>%
    select(.metric, .estimate) %>%
    pivot_wider(names_from = .metric, values_from = .estimate) %>%
    mutate(
      target_variable = target,
      importance_top10 = vi_data$top_features) %>%
    bind_cols(best_p %>% select(-.config))
  
  gc()
  return(metrics)
  
}, .options = furrr::furrr_options(
     seed = TRUE, 
     globals = list(df_train_full = df_train_full, 
                    df_test_full = df_test_full,
                    id_vars_pool = id_vars_pool,
                    all_targets = all_targets),
     packages = c("tidymodels", "spatialsample", "finetune", "xgboost", "dplyr", "tidyr", "sf", "vip")
   ))

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

# 3. 결과 통합
all_results_df <- bind_rows(tuning_results_list)

summary_pm10 <- all_results_df %>% filter(target_variable %in% pm10_targets) %>% arrange(rmse)
summary_pm25 <- all_results_df %>% filter(target_variable %in% pm25_targets) %>% arrange(rmse)

print("--- PM10 모델 성능 순위 ---")

[1] "--- PM10 모델 성능 순위 ---"

print(summary_pm10)

# A tibble: 10 × 10
    rmse   mae    rsq target_variable
   <dbl> <dbl>  <dbl> <chr>          
 1  14.3  11.5 0.276  PM10_A7        
 2  15.9  12.4 0.248  PM10_C7        
 3  17.3  13.7 0.182  PM10_A3        
 4  17.5  13.2 0.231  PM10_B7        
 5  19.8  14.8 0.152  PM10_C3        
 6  20.6  16.1 0.114  PM10_A1        
 7  22.0  15.6 0.133  PM10_B3        
 8  23.6  17.2 0.0887 PM10_C1        
 9  27.0  18.0 0.0730 PM10_B1        
10  28.0  18.4 0.0701 PM10           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.1793), solar_rad(0.1321), precip(0.1031), v_wind(0.0714), u_wind(0…
 2 temp_2m(0.1773), solar_rad(0.1333), precip(0.1077), u_wind(0.0741), v_wind(0…
 3 temp_2m(0.1699), solar_rad(0.141), precip(0.1234), u_wind(0.0885), v_wind(0.…
 4 temp_2m(0.1726), solar_rad(0.1349), precip(0.1106), u_wind(0.0758), v_wind(0…
 5 temp_2m(0.1711), solar_rad(0.1385), precip(0.1309), u_wind(0.092), v_wind(0.…
 6 temp_2m(0.1661), precip(0.1426), solar_rad(0.1393), u_wind(0.1042), v_wind(0…
 7 temp_2m(0.1654), solar_rad(0.1439), precip(0.132), u_wind(0.0943), v_wind(0.…
 8 temp_2m(0.1643), precip(0.1451), solar_rad(0.1431), u_wind(0.1076), v_wind(0…
 9 temp_2m(0.1627), precip(0.1469), solar_rad(0.1428), u_wind(0.11), v_wind(0.0…
10 temp_2m(0.1726), precip(0.1458), solar_rad(0.1361), u_wind(0.114), v_wind(0.…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    25     9         15     0.0750        0.00464
 2    25     9         15     0.0750        0.00464
 3    25     9         15     0.0750        0.00464
 4    25     9         15     0.0750        0.00464
 5    25     9         15     0.0750        0.00464
 6    25     9         15     0.0750        0.00464
 7    25     9         15     0.0750        0.00464
 8    25     9         15     0.0750        0.00464
 9    25     9         15     0.0750        0.00464
10    25     9         15     0.0750        0.00464

print("--- PM25 모델 성능 순위 ---")

[1] "--- PM25 모델 성능 순위 ---"

print(summary_pm25)

# A tibble: 10 × 10
    rmse   mae    rsq target_variable
   <dbl> <dbl>  <dbl> <chr>          
 1  7.27  5.80 0.231  PM25_A7        
 2  8.10  6.30 0.232  PM25_C7        
 3  8.24  6.37 0.229  PM25_B7        
 4  9.07  7.22 0.145  PM25_A3        
 5 10.2   7.82 0.142  PM25_C3        
 6 10.4   7.90 0.139  PM25_B3        
 7 11.1   8.85 0.0760 PM25_A1        
 8 12.5   9.45 0.0760 PM25_C1        
 9 12.7   9.52 0.0753 PM25_B1        
10 12.8   9.57 0.0721 PM25           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.2194), solar_rad(0.1329), precip(0.1138), u_wind(0.0826), v_wind(0…
 2 temp_2m(0.2194), solar_rad(0.1326), precip(0.1206), u_wind(0.0885), v_wind(0…
 3 temp_2m(0.2136), solar_rad(0.1379), precip(0.1275), u_wind(0.0907), v_wind(0…
 4 temp_2m(0.2026), solar_rad(0.1442), precip(0.1387), u_wind(0.1005), v_wind(0…
 5 temp_2m(0.2035), precip(0.1438), solar_rad(0.1431), u_wind(0.1036), v_wind(0…
 6 temp_2m(0.2019), precip(0.1477), solar_rad(0.1439), u_wind(0.1051), v_wind(0…
 7 temp_2m(0.1895), precip(0.1559), solar_rad(0.1443), u_wind(0.1131), v_wind(0…
 8 temp_2m(0.1843), precip(0.1608), solar_rad(0.1465), u_wind(0.1178), v_wind(0…
 9 temp_2m(0.1859), precip(0.1642), solar_rad(0.1446), u_wind(0.1196), v_wind(0…
10 temp_2m(0.1876), precip(0.1641), solar_rad(0.1432), u_wind(0.1194), v_wind(0…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    25     9         15     0.0750        0.00464
 2    25     9         15     0.0750        0.00464
 3    25     9         15     0.0750        0.00464
 4    25     9         15     0.0750        0.00464
 5    25     9         15     0.0750        0.00464
 6    25     9         15     0.0750        0.00464
 7    25     9         15     0.0750        0.00464
 8    25     9         15     0.0750        0.00464
 9    25     9         15     0.0750        0.00464
10    25     9         15     0.0750        0.00464

write.csv(summary_pm10, 
          file = file.path(target_dir, "summary_performance_era5_pm10_1000m.csv"), 
          row.names = FALSE)

write.csv(summary_pm25, 
          file = file.path(target_dir, "summary_performance_era5_pm25_1000m.csv"), 
          row.names = FALSE)

4 CHELSA

4.1 CHELSA 데이터 불러오기

# CHELSA

### Data type: Gridded
### Projection: Regular latitude-longitude grid
### Horizontal coverage: Global
### Horizontal resolution: 1 km.
### Temporal coverage: January 1979 to 2025
### Temporal resolution: Daily
### File format: GRIB
### Update frequency: active

# Using Variables

### tas: near-surface (usually 2 meter) air temperature (K)
### tasmax: maximum near-surface (usually 2 meter) air temperature (K)
### tasmin: minimum near-surface (usually 2 meter) air temperature (K)
### rsds: Surface solar irradiance for UV calculations. (W m-2)
### pr: Precipitation (includes both liquid and solid phases): (kg m-2 day-1)

chr_dir_climate <- "/mnt/hdd001/huimori"
chr_CHELSA_files <- list.files(file.path(chr_dir_climate, "Chelsa"), pattern = "\\.nc$", full.names = TRUE)

# 1. 대상 변수 및 날짜 범위 설정
var_names_unique <- c("pr", "tas", "tasmax", "tasmin", "rsds")
target_dates <- seq(as.Date("2010-01-01"), as.Date("2024-12-31"), by = "day")

message(">>> CHELSA 변수별 통합 및 단위 변환 시작...")

>>> CHELSA 변수별 통합 및 단위 변환 시작...

# 2. 변수별로 루프를 돌며 모든 파일을 한 번에 처리
processed_rasters <- lapply(var_names_unique, function(v) {
  message(paste("[Processing Variable]", v))
  
  # 해당 변수를 포함하는 레이어를 가진 파일들만 순회하며 리스트 생성
  v_list <- lapply(chr_CHELSA_files, function(f) {
    f_name <- basename(f)
    matched <- regmatches(f_name, regexec("([0-9]{4})_([0-9]{2})", f_name))[[1]]
    if (length(matched) < 3) return(NULL)
    
    curr_date_base <- as.Date(paste(matched[2], matched[3], "01", sep = "-"))
    # 기간 필터링
    if (curr_date_base < as.Date("2010-01-01") || curr_date_base > as.Date("2024-12-31")) return(NULL)
    
    r_month <- terra::rast(f)
    idx <- grep(paste0("^", v, "_[0-9]+$"), names(r_month))
    
    if (length(idx) > 0) {
      r_sub <- r_month[[idx]]
      # 레이어 날짜 할당 및 이름 정의
      days_seq <- seq(curr_date_base, by = "day", length.out = nlyr(r_sub))
      names(r_sub) <- paste0(v, "_", format(days_seq, "%Y%m%d"))
      return(r_sub)
    } else {
      return(NULL)
    }
  })
  
  # NULL 제거 후 병합
  v_list <- v_list[!sapply(v_list, is.null)]
  if (length(v_list) == 0) return(NULL)
  
  combined <- terra::rast(v_list)
  
  # 단위 변환 (Kelvin to Celsius)
  # if (v %in% c("tas", "tasmax", "tasmin")) {
  #   combined <- combined - 273.15
  # }
  
  # 목표 날짜 필터링 (불필요한 레이어 제거)
  available_dates <- as.Date(gsub(paste0(v, "_"), "", names(combined)), format = "%Y%m%d")
  combined <- combined[[which(available_dates %in% target_dates)]]
  
  # 좌표계 설정
  terra::crs(combined) <- "EPSG:4326"
  
  return(combined)
})

[Processing Variable] pr

[Processing Variable] tas

[Processing Variable] tasmax

[Processing Variable] tasmin

[Processing Variable] rsds

# 3. 변수명 매핑 및 SDS 구성
names(processed_rasters) <- var_names_unique
processed_rasters <- processed_rasters[!sapply(processed_rasters, is.null)]

ras_chelsa <- terra::sds(processed_rasters)
names(ras_chelsa) <- c("precip", "temp_2m", "temp_max", "temp_min", "solar_rad")

# 4. 메모리 정리 및 확인
gc()

             used    (Mb) gc trigger    (Mb)   max used    (Mb)
Ncells    9135628   487.9   18278220   976.2   18278220   976.2
Vcells 1337695373 10205.9 2121000857 16182.0 2120246563 16176.2

message(">>> CHELSA SDS 구축 완료.")

>>> CHELSA SDS 구축 완료.

lapply(ras_chelsa, function(x) terra::summary(x[[1:3]]))

Warning: [summary] used a sample
Warning: [summary] used a sample
Warning: [summary] used a sample
Warning: [summary] used a sample
Warning: [summary] used a sample

$precip
  pr_20100101      pr_20100102      pr_20100103   
 Min.   :0.0000   Min.   : 0.000   Min.   :0.000  
 1st Qu.:0.0000   1st Qu.: 0.000   1st Qu.:0.000  
 Median :0.3000   Median : 0.600   Median :0.900  
 Mean   :0.8293   Mean   : 2.291   Mean   :1.469  
 3rd Qu.:1.0000   3rd Qu.: 2.200   3rd Qu.:2.500  
 Max.   :9.7000   Max.   :21.800   Max.   :8.000  

$temp_2m
  tas_20100101    tas_20100102    tas_20100103  
 Min.   :257.0   Min.   :255.3   Min.   :256.7  
 1st Qu.:271.2   1st Qu.:272.8   1st Qu.:271.2  
 Median :276.1   Median :276.5   Median :274.8  
 Mean   :275.0   Mean   :276.0   Mean   :274.0  
 3rd Qu.:278.8   3rd Qu.:280.7   3rd Qu.:278.1  
 Max.   :282.7   Max.   :285.2   Max.   :282.0  

$temp_max
 tasmax_20100101 tasmax_20100102 tasmax_20100103
 Min.   :261.6   Min.   :266.8   Min.   :263.2  
 1st Qu.:273.9   1st Qu.:276.8   1st Qu.:272.9  
 Median :278.2   Median :281.4   Median :276.6  
 Mean   :277.6   Mean   :280.5   Mean   :276.6  
 3rd Qu.:281.4   3rd Qu.:284.4   3rd Qu.:280.6  
 Max.   :287.0   Max.   :288.5   Max.   :286.8  

$temp_min
 tasmin_20100101 tasmin_20100102 tasmin_20100103
 Min.   :246.2   Min.   :240.8   Min.   :242.0  
 1st Qu.:266.0   1st Qu.:268.7   1st Qu.:268.6  
 Median :272.6   Median :273.7   Median :273.3  
 Mean   :270.3   Mean   :271.6   Mean   :271.3  
 3rd Qu.:275.1   3rd Qu.:276.7   3rd Qu.:276.3  
 Max.   :278.8   Max.   :281.2   Max.   :280.5  

$solar_rad
 rsds_20100101    rsds_20100102    rsds_20100103   
 Min.   : 33.10   Min.   : 24.88   Min.   : 70.25  
 1st Qu.: 73.15   1st Qu.: 76.85   1st Qu.:111.11  
 Median :104.98   Median : 93.87   Median :122.45  
 Mean   : 98.12   Mean   : 88.29   Mean   :118.88  
 3rd Qu.:123.03   3rd Qu.:105.56   3rd Qu.:129.17  
 Max.   :175.00   Max.   :157.06   Max.   :180.79  

4.2 버퍼 추출(1000m)과 XGBoost

### chelsa와 era5는 좌표계가 wgs84로 동일함.

list_monitors_chelsa <- lapply(names(ras_chelsa)[c(1,2,5)], function(var_name) {
  ext_res <- chopin::extract_at(
    x = ras_chelsa[[var_name]],
    y = sf_monitors_unique,
    id = "TMSID2",
    func = "mean",
    radius = 30
  )
  dt_long <- melt(
    as.data.table(ext_res),
    id.vars = "TMSID2",
    variable.name = "date_str",
    value.name = var_name # 컬럼명을 해당 변수명으로 설정
  )
  dt_long[, date := as.IDate(stringr::str_extract(date_str, "\\d{8}$"), format = "%Y%m%d")]
  dt_long[, .(TMSID2, date, get(var_name))] %>% setnames("V3", var_name)
})

# 2. 모든 변수 리스트를 하나의 Data Table로 병합
# TMSID2와 date를 기준으로 순차적 Join 수행
dt_monitors_chelsa <- purrr::reduce(list_monitors_chelsa, function(x, y) {
  merge(x, y, by = c("TMSID2", "date"), all = TRUE)
})

# 3. 정렬
setorder(dt_monitors_chelsa, TMSID2, date)

# 4. dt_daily와 합치기
dt_daily_chelsa <- merge(
  x = dt_daily, 
  y = dt_monitors_chelsa, 
  by = c("TMSID2", "date"), 
  all.x = TRUE
)

trees = (n_estimators): 학습 과정에서 생성된 decision tree의 총 개수

tree_depth = (max_depth): 개별 나무가 아래로 얼마나 깊게 내려갈지를 결정하는 최대 층수.

learn_rate = (eta): 각 단계에서 새로 생성된 나무의 기여도를 얼마나 반영할지 결정하는 학습률.

mtry = (colsample_bytree): 각 노드를 분할할 때 무작위로 후보군에 포함시킬 독립 변수의 개수.

min_n = (min_child_weight): 노드가 더 분할되기 위해 해당 노드에 포함되어야 하는 최소 관측치 수.

df_model_full <- st_as_sf(dt_daily_chelsa)

# 예측 변수군 (Targets)
target_vars <- c("PM10", "PM25", 
                 grep("^PM10_", names(df_model_full), value = TRUE), 
                 grep("^PM25_", names(df_model_full), value = TRUE))

# 예측에 사용할 변수군 (Predictors)
loc_topo_vars <- c("site_type", "d_road", "dsm", "dem", "mtpi", "mtpi_1km")
landuse_vars  <- grep("^lc_", names(df_model_full), value = TRUE)
meteo_vars    <- c("temp_2m", "solar_rad", "precip")

# 모든 식별자 및 보조 정보 (학습 제외 대상)
id_vars <- c("TMSID", "TMSID2", "date", "year", "month", "day", 
             "date_start", "date_end", "coords_google")

# 데이터 정제 (select 시 id_vars를 모두 포함)
df_model_refined <- df_model_full %>%
  select(any_of(id_vars), all_of(target_vars), 
         all_of(loc_topo_vars), all_of(landuse_vars), 
         all_of(meteo_vars)) %>%
  filter(!is.na(site_type))

df_train_full <- df_model_refined %>% filter(year < 2023)
df_test_full  <- df_model_refined %>% filter(year == 2023)

Sys.setenv(R_FUTURE_GLOBALS_MAXSIZE = "100000000000") 
options(future.globals.maxSize = 100 * 1024^3)
plan(mirai_multisession, workers = 5)

# 0. 식별자 리스트 정의 (Recipe 에러 방지용)
id_vars_pool <- c("TMSID", "TMSID2", "date", "year", "month", "day", "date_start", "date_end", "coords_google")

# 1. 타겟 정의
pm10_targets <- c("PM10", grep("^PM10_", names(df_train_full), value = TRUE))
pm25_targets <- c("PM25", grep("^PM25_", names(df_train_full), value = TRUE))
all_targets  <- c(pm10_targets, pm25_targets)

message(paste(">>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟:", length(all_targets), ")"))

>>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟: 20 )

# 2. 병렬 루프 수행 (성능 지표 + 최적 파라미터 기록)
tuning_results_list <- furrr::future_map(all_targets, function(target) {
  options(future.globals.maxSize = 100 * 1024^3)
  
  suppressPackageStartupMessages({
    library(sf)
    library(tidymodels)
    library(spatialsample)
    library(finetune)
    library(xgboost)
    library(dplyr)
    library(tidyr)
    library(vip)
  })
  
  # 데이터 준비
  df_train_sub <- df_train_full %>% filter(!is.na(!!sym(target)))
  df_test_sub  <- df_test_full %>% filter(!is.na(!!sym(target)))
  
  set.seed(123)
  target_folds <- spatial_block_cv(df_train_sub, v = 5)
  
  # 레시피 설정
  target_recipe <- recipe(formula(paste(target, "~ .")), data = df_train_sub) %>%
    update_role(any_of(id_vars_pool), geometry, new_role = "ID") %>%
    update_role(all_of(all_targets), new_role = "target_pool") %>%
    update_role(all_of(target), new_role = "outcome") %>%
    step_rm(has_role("target_pool"), -has_role("outcome")) %>% 
    step_unknown(all_nominal_predictors(), new_level = "unknown") %>%
    step_novel(all_nominal_predictors()) %>%
    step_impute_median(all_numeric_predictors()) %>% 
    step_dummy(all_nominal_predictors()) %>%
    step_zv(all_predictors())
  
  # 모델 사양
  target_spec <- boost_tree(
    trees = 500,
    tree_depth = tune(),
    learn_rate = tune(),
    mtry = tune(),
    min_n = tune(),
    loss_reduction = tune()
  ) %>% 
    set_engine("xgboost", tree_method = "hist", nthread = 8) %>% 
    set_mode("regression")
  
  target_wf <- workflow() %>% add_recipe(target_recipe) %>% add_model(target_spec)
  
  # Race ANOVA 튜닝
  set.seed(123)
  target_tune_res <- tune_race_anova(
    target_wf,
    resamples = target_folds,
    grid = 25,
    metrics = metric_set(rmse, mae, rsq),
    control = control_race(save_pred = FALSE, verbose_elim = FALSE)
  )
  
  # 최적 파라미터 추출
  best_p <- select_best(target_tune_res, metric = "rmse")
  
  # 최종 모델 학습 및 검증
  final_fit_res <- finalize_workflow(target_wf, best_p) %>% fit(data = df_train_sub)
  
  # 변수 중요도 추출 (상위 10개
  vi_data <- final_fit_res %>%
    extract_fit_parsnip() %>%
    vi() %>%
    slice_max(Importance, n = 10) %>%
    mutate(vi_combined = paste0(Variable, "(", round(Importance, 4), ")")) %>%
    summarise(top_features = paste(vi_combined, collapse = ", "))
  
  # 성능 지표 산출 및 파라미터 결합
  metrics <- predict(final_fit_res, df_test_sub) %>%
    bind_cols(df_test_sub %>% st_drop_geometry() %>% select(all_of(target))) %>%
    metric_set(rmse, mae, rsq)(truth = !!sym(target), estimate = .pred) %>%
    select(.metric, .estimate) %>%
    pivot_wider(names_from = .metric, values_from = .estimate) %>%
    mutate(
      target_variable = target,
      importance_top10 = vi_data$top_features) %>%
    bind_cols(best_p %>% select(-.config))
  
  gc()
  return(metrics)
  
}, .options = furrr::furrr_options(
     seed = TRUE, 
     globals = list(df_train_full = df_train_full, 
                    df_test_full = df_test_full,
                    id_vars_pool = id_vars_pool,
                    all_targets = all_targets),
     packages = c("tidymodels", "spatialsample", "finetune", "xgboost", "dplyr", "tidyr", "sf", "vip")
   ))

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

# 3. 결과 통합
all_results_df <- bind_rows(tuning_results_list)

summary_pm10 <- all_results_df %>% filter(target_variable %in% pm10_targets) %>% arrange(rmse)
summary_pm25 <- all_results_df %>% filter(target_variable %in% pm25_targets) %>% arrange(rmse)

print("--- PM10 모델 성능 순위 ---")

[1] "--- PM10 모델 성능 순위 ---"

print(summary_pm10)

# A tibble: 10 × 10
    rmse   mae   rsq target_variable
   <dbl> <dbl> <dbl> <chr>          
 1  12.8  9.68 0.388 PM10_A7        
 2  14.5 10.5  0.347 PM10_C7        
 3  15.7 11.8  0.291 PM10_A3        
 4  16.3 11.2  0.329 PM10_B7        
 5  18.0 12.6  0.262 PM10_C3        
 6  18.9 14.2  0.212 PM10_A1        
 7  20.3 13.3  0.244 PM10_B3        
 8  21.6 14.9  0.190 PM10_C1        
 9  25.2 15.7  0.166 PM10_B1        
10  27.5 16.7  0.121 PM10           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.4792), solar_rad(0.1802), precip(0.1), mtpi_1km(0.0519), dsm(0.034…
 2 temp_2m(0.4608), solar_rad(0.1817), precip(0.0886), mtpi_1km(0.059), d_road(…
 3 temp_2m(0.4278), solar_rad(0.2127), precip(0.1207), mtpi_1km(0.0497), mtpi(0…
 4 temp_2m(0.46), solar_rad(0.1804), precip(0.0914), mtpi_1km(0.0571), d_road(0…
 5 temp_2m(0.4207), solar_rad(0.2151), precip(0.118), mtpi_1km(0.0529), mtpi(0.…
 6 temp_2m(0.4072), solar_rad(0.2505), precip(0.1193), mtpi_1km(0.0464), dsm(0.…
 7 temp_2m(0.4213), solar_rad(0.2181), precip(0.1157), mtpi_1km(0.0528), mtpi(0…
 8 temp_2m(0.4), solar_rad(0.2479), precip(0.1187), mtpi_1km(0.0496), mtpi(0.02…
 9 temp_2m(0.3963), solar_rad(0.254), precip(0.1183), mtpi_1km(0.0476), mtpi(0.…
10 temp_2m(0.3903), solar_rad(0.2638), precip(0.1012), mtpi_1km(0.0439), mtpi(0…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    35     6          8    0.00866   0.0000000249
 2    37    24         10    0.00681   0.127       
 3    37    24         10    0.00681   0.127       
 4    37    24         10    0.00681   0.127       
 5    37    24         10    0.00681   0.127       
 6    37    24         10    0.00681   0.127       
 7    37    24         10    0.00681   0.127       
 8    37    24         10    0.00681   0.127       
 9    37    24         10    0.00681   0.127       
10    37    24         10    0.00681   0.127       

print("--- PM25 모델 성능 순위 ---")

[1] "--- PM25 모델 성능 순위 ---"

print(summary_pm25)

# A tibble: 10 × 10
    rmse   mae   rsq target_variable
   <dbl> <dbl> <dbl> <chr>          
 1  6.70  5.14 0.282 PM25_A7        
 2  7.53  5.53 0.271 PM25_C7        
 3  7.66  5.61 0.266 PM25_B7        
 4  8.37  6.48 0.202 PM25_A3        
 5  9.49  6.91 0.191 PM25_C3        
 6  9.61  6.96 0.189 PM25_B3        
 7 10.3   7.97 0.131 PM25_A1        
 8 11.7   8.43 0.123 PM25_C1        
 9 11.9   8.51 0.120 PM25_B1        
10 11.9   8.51 0.120 PM25           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.4464), solar_rad(0.248), mtpi_1km(0.0437), dem(0.0262), dsm(0.0256…
 2 temp_2m(0.4543), solar_rad(0.2375), mtpi_1km(0.0464), dem(0.0271), dsm(0.025…
 3 temp_2m(0.4521), solar_rad(0.2371), mtpi_1km(0.0476), precip(0.029), dem(0.0…
 4 temp_2m(0.4188), solar_rad(0.2793), mtpi_1km(0.0432), precip(0.0401), dem(0.…
 5 temp_2m(0.4341), solar_rad(0.2574), precip(0.0471), mtpi_1km(0.0442), dem(0.…
 6 temp_2m(0.4379), solar_rad(0.2529), precip(0.0498), mtpi_1km(0.0465), dem(0.…
 7 temp_2m(0.4074), solar_rad(0.2995), precip(0.0493), mtpi_1km(0.0408), dem(0.…
 8 temp_2m(0.4144), solar_rad(0.2832), precip(0.0547), mtpi_1km(0.0421), dem(0.…
 9 temp_2m(0.4183), solar_rad(0.2791), precip(0.0565), mtpi_1km(0.0433), dem(0.…
10 temp_2m(0.4189), solar_rad(0.2785), precip(0.057), mtpi_1km(0.0428), dem(0.0…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    37    24         10    0.00681          0.127
 2    37    24         10    0.00681          0.127
 3    37    24         10    0.00681          0.127
 4    37    24         10    0.00681          0.127
 5    37    24         10    0.00681          0.127
 6    37    24         10    0.00681          0.127
 7    37    24         10    0.00681          0.127
 8    37    24         10    0.00681          0.127
 9    37    24         10    0.00681          0.127
10    37    24         10    0.00681          0.127

write.csv(summary_pm10, 
          file = file.path(target_dir, "summary_performance_chelsa_pm10_30m.csv"), 
          row.names = FALSE)

write.csv(summary_pm25, 
          file = file.path(target_dir, "summary_performance_chelsa_pm25_30m.csv"), 
          row.names = FALSE)

4.3 버퍼 추출(100m)과 XGBoost

### chelsa와 era5는 좌표계가 wgs84로 동일함.

list_monitors_chelsa <- lapply(names(ras_chelsa)[c(1,2,5)], function(var_name) {
  ext_res <- chopin::extract_at(
    x = ras_chelsa[[var_name]],
    y = sf_monitors_unique,
    id = "TMSID2",
    func = "mean",
    radius = 100
  )
  dt_long <- melt(
    as.data.table(ext_res),
    id.vars = "TMSID2",
    variable.name = "date_str",
    value.name = var_name # 컬럼명을 해당 변수명으로 설정
  )
  dt_long[, date := as.IDate(stringr::str_extract(date_str, "\\d{8}$"), format = "%Y%m%d")]
  dt_long[, .(TMSID2, date, get(var_name))] %>% setnames("V3", var_name)
})

# 2. 모든 변수 리스트를 하나의 Data Table로 병합
# TMSID2와 date를 기준으로 순차적 Join 수행
dt_monitors_chelsa <- purrr::reduce(list_monitors_chelsa, function(x, y) {
  merge(x, y, by = c("TMSID2", "date"), all = TRUE)
})

# 3. 정렬
setorder(dt_monitors_chelsa, TMSID2, date)

# 4. dt_daily와 합치기
dt_daily_chelsa <- merge(
  x = dt_daily, 
  y = dt_monitors_chelsa, 
  by = c("TMSID2", "date"), 
  all.x = TRUE
)

trees = (n_estimators): 학습 과정에서 생성된 decision tree의 총 개수

tree_depth = (max_depth): 개별 나무가 아래로 얼마나 깊게 내려갈지를 결정하는 최대 층수.

learn_rate = (eta): 각 단계에서 새로 생성된 나무의 기여도를 얼마나 반영할지 결정하는 학습률.

mtry = (colsample_bytree): 각 노드를 분할할 때 무작위로 후보군에 포함시킬 독립 변수의 개수.

min_n = (min_child_weight): 노드가 더 분할되기 위해 해당 노드에 포함되어야 하는 최소 관측치 수.

df_model_full <- st_as_sf(dt_daily_chelsa)

# 예측 변수군 (Targets)
target_vars <- c("PM10", "PM25", 
                 grep("^PM10_", names(df_model_full), value = TRUE), 
                 grep("^PM25_", names(df_model_full), value = TRUE))

# 예측에 사용할 변수군 (Predictors)
loc_topo_vars <- c("site_type", "d_road", "dsm", "dem", "mtpi", "mtpi_1km")
landuse_vars  <- grep("^lc_", names(df_model_full), value = TRUE)
meteo_vars    <- c("temp_2m", "solar_rad", "precip")

# 모든 식별자 및 보조 정보 (학습 제외 대상)
id_vars <- c("TMSID", "TMSID2", "date", "year", "month", "day", 
             "date_start", "date_end", "coords_google")

# 데이터 정제 (select 시 id_vars를 모두 포함)
df_model_refined <- df_model_full %>%
  select(any_of(id_vars), all_of(target_vars), 
         all_of(loc_topo_vars), all_of(landuse_vars), 
         all_of(meteo_vars)) %>%
  filter(!is.na(site_type))

df_train_full <- df_model_refined %>% filter(year < 2023)
df_test_full  <- df_model_refined %>% filter(year == 2023)

Sys.setenv(R_FUTURE_GLOBALS_MAXSIZE = "100000000000") 
options(future.globals.maxSize = 100 * 1024^3)
plan(mirai_multisession, workers = 5)

# 0. 식별자 리스트 정의 (Recipe 에러 방지용)
id_vars_pool <- c("TMSID", "TMSID2", "date", "year", "month", "day", "date_start", "date_end", "coords_google")

# 1. 타겟 정의
pm10_targets <- c("PM10", grep("^PM10_", names(df_train_full), value = TRUE))
pm25_targets <- c("PM25", grep("^PM25_", names(df_train_full), value = TRUE))
all_targets  <- c(pm10_targets, pm25_targets)

message(paste(">>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟:", length(all_targets), ")"))

>>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟: 20 )

# 2. 병렬 루프 수행 (성능 지표 + 최적 파라미터 기록)
tuning_results_list <- furrr::future_map(all_targets, function(target) {
  options(future.globals.maxSize = 100 * 1024^3)
  
  suppressPackageStartupMessages({
    library(sf)
    library(tidymodels)
    library(spatialsample)
    library(finetune)
    library(xgboost)
    library(dplyr)
    library(tidyr)
    library(vip)
  })
  
  # 데이터 준비
  df_train_sub <- df_train_full %>% filter(!is.na(!!sym(target)))
  df_test_sub  <- df_test_full %>% filter(!is.na(!!sym(target)))
  
  set.seed(123)
  target_folds <- spatial_block_cv(df_train_sub, v = 5)
  
  # 레시피 설정
  target_recipe <- recipe(formula(paste(target, "~ .")), data = df_train_sub) %>%
    update_role(any_of(id_vars_pool), geometry, new_role = "ID") %>%
    update_role(all_of(all_targets), new_role = "target_pool") %>%
    update_role(all_of(target), new_role = "outcome") %>%
    step_rm(has_role("target_pool"), -has_role("outcome")) %>% 
    step_unknown(all_nominal_predictors(), new_level = "unknown") %>%
    step_novel(all_nominal_predictors()) %>%
    step_impute_median(all_numeric_predictors()) %>% 
    step_dummy(all_nominal_predictors()) %>%
    step_zv(all_predictors())
  
  # 모델 사양
  target_spec <- boost_tree(
    trees = 500,
    tree_depth = tune(),
    learn_rate = tune(),
    mtry = tune(),
    min_n = tune(),
    loss_reduction = tune()
  ) %>% 
    set_engine("xgboost", tree_method = "hist", nthread = 8) %>% 
    set_mode("regression")
  
  target_wf <- workflow() %>% add_recipe(target_recipe) %>% add_model(target_spec)
  
  # Race ANOVA 튜닝
  set.seed(123)
  target_tune_res <- tune_race_anova(
    target_wf,
    resamples = target_folds,
    grid = 25,
    metrics = metric_set(rmse, mae, rsq),
    control = control_race(save_pred = FALSE, verbose_elim = FALSE)
  )
  
  # 최적 파라미터 추출
  best_p <- select_best(target_tune_res, metric = "rmse")
  
  # 최종 모델 학습 및 검증
  final_fit_res <- finalize_workflow(target_wf, best_p) %>% fit(data = df_train_sub)
  
  # 변수 중요도 추출 (상위 10개
  vi_data <- final_fit_res %>%
    extract_fit_parsnip() %>%
    vi() %>%
    slice_max(Importance, n = 10) %>%
    mutate(vi_combined = paste0(Variable, "(", round(Importance, 4), ")")) %>%
    summarise(top_features = paste(vi_combined, collapse = ", "))
  
  # 성능 지표 산출 및 파라미터 결합
  metrics <- predict(final_fit_res, df_test_sub) %>%
    bind_cols(df_test_sub %>% st_drop_geometry() %>% select(all_of(target))) %>%
    metric_set(rmse, mae, rsq)(truth = !!sym(target), estimate = .pred) %>%
    select(.metric, .estimate) %>%
    pivot_wider(names_from = .metric, values_from = .estimate) %>%
    mutate(
      target_variable = target,
      importance_top10 = vi_data$top_features) %>%
    bind_cols(best_p %>% select(-.config))
  
  gc()
  return(metrics)
  
}, .options = furrr::furrr_options(
     seed = TRUE, 
     globals = list(df_train_full = df_train_full, 
                    df_test_full = df_test_full,
                    id_vars_pool = id_vars_pool,
                    all_targets = all_targets),
     packages = c("tidymodels", "spatialsample", "finetune", "xgboost", "dplyr", "tidyr", "sf", "vip")
   ))

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

# 3. 결과 통합
all_results_df <- bind_rows(tuning_results_list)

summary_pm10 <- all_results_df %>% filter(target_variable %in% pm10_targets) %>% arrange(rmse)
summary_pm25 <- all_results_df %>% filter(target_variable %in% pm25_targets) %>% arrange(rmse)

print("--- PM10 모델 성능 순위 ---")

[1] "--- PM10 모델 성능 순위 ---"

print(summary_pm10)

# A tibble: 10 × 10
    rmse   mae   rsq target_variable
   <dbl> <dbl> <dbl> <chr>          
 1  12.8  9.68 0.388 PM10_A7        
 2  14.5 10.5  0.347 PM10_C7        
 3  15.7 11.8  0.291 PM10_A3        
 4  16.3 11.2  0.327 PM10_B7        
 5  18.0 12.6  0.261 PM10_C3        
 6  18.9 14.2  0.211 PM10_A1        
 7  20.3 13.3  0.244 PM10_B3        
 8  21.6 14.9  0.191 PM10_C1        
 9  25.2 15.7  0.166 PM10_B1        
10  27.5 16.8  0.121 PM10           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.4791), solar_rad(0.1788), precip(0.1034), mtpi_1km(0.0521), dsm(0.…
 2 temp_2m(0.459), solar_rad(0.1778), precip(0.0924), mtpi_1km(0.0591), d_road(…
 3 temp_2m(0.4277), solar_rad(0.2124), precip(0.1217), mtpi_1km(0.05), mtpi(0.0…
 4 temp_2m(0.4573), solar_rad(0.1732), precip(0.1016), mtpi_1km(0.0574), d_road…
 5 temp_2m(0.4197), solar_rad(0.2141), precip(0.1191), mtpi_1km(0.0523), d_road…
 6 temp_2m(0.4068), solar_rad(0.2501), precip(0.1189), mtpi_1km(0.0468), mtpi(0…
 7 temp_2m(0.4206), solar_rad(0.2177), precip(0.1167), mtpi_1km(0.0522), d_road…
 8 temp_2m(0.3995), solar_rad(0.2477), precip(0.1198), mtpi_1km(0.0491), mtpi(0…
 9 temp_2m(0.3953), solar_rad(0.255), precip(0.1179), mtpi_1km(0.0472), mtpi(0.…
10 temp_2m(0.3907), solar_rad(0.2631), precip(0.1004), mtpi_1km(0.0434), d_road…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    35     6          8    0.00866   0.0000000249
 2    37    24         10    0.00681   0.127       
 3    37    24         10    0.00681   0.127       
 4    37    24         10    0.00681   0.127       
 5    37    24         10    0.00681   0.127       
 6    37    24         10    0.00681   0.127       
 7    37    24         10    0.00681   0.127       
 8    37    24         10    0.00681   0.127       
 9    37    24         10    0.00681   0.127       
10    37    24         10    0.00681   0.127       

print("--- PM25 모델 성능 순위 ---")

[1] "--- PM25 모델 성능 순위 ---"

print(summary_pm25)

# A tibble: 10 × 10
    rmse   mae   rsq target_variable
   <dbl> <dbl> <dbl> <chr>          
 1  6.70  5.15 0.282 PM25_A7        
 2  7.49  5.48 0.297 PM25_B7        
 3  7.53  5.54 0.271 PM25_C7        
 4  8.37  6.47 0.203 PM25_A3        
 5  9.49  6.91 0.191 PM25_C3        
 6  9.61  6.96 0.190 PM25_B3        
 7 10.3   7.97 0.132 PM25_A1        
 8 11.7   8.43 0.122 PM25_C1        
 9 11.9   8.50 0.120 PM25_B1        
10 11.9   8.51 0.120 PM25           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.4438), solar_rad(0.2465), mtpi_1km(0.0439), dem(0.0265), dsm(0.026…
 2 temp_2m(0.3517), solar_rad(0.1728), precip(0.1098), mtpi_1km(0.0406), dsm(0.…
 3 temp_2m(0.4538), solar_rad(0.2362), mtpi_1km(0.0457), dem(0.0272), precip(0.…
 4 temp_2m(0.4175), solar_rad(0.2766), mtpi_1km(0.0437), precip(0.0413), dem(0.…
 5 temp_2m(0.4328), solar_rad(0.2575), precip(0.047), mtpi_1km(0.0445), dem(0.0…
 6 temp_2m(0.4359), solar_rad(0.2524), precip(0.0503), mtpi_1km(0.0465), dem(0.…
 7 temp_2m(0.4082), solar_rad(0.3002), precip(0.0473), mtpi_1km(0.0411), dem(0.…
 8 temp_2m(0.4145), solar_rad(0.2843), precip(0.0539), mtpi_1km(0.0422), dem(0.…
 9 temp_2m(0.4196), solar_rad(0.2795), precip(0.0546), mtpi_1km(0.0428), dem(0.…
10 temp_2m(0.4197), solar_rad(0.2782), precip(0.0553), mtpi_1km(0.0433), dem(0.…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    37    24         10    0.00681   0.127       
 2    10    25         11    0.0226    0.0000000001
 3    37    24         10    0.00681   0.127       
 4    37    24         10    0.00681   0.127       
 5    37    24         10    0.00681   0.127       
 6    37    24         10    0.00681   0.127       
 7    37    24         10    0.00681   0.127       
 8    37    24         10    0.00681   0.127       
 9    37    24         10    0.00681   0.127       
10    37    24         10    0.00681   0.127       

write.csv(summary_pm10, 
          file = file.path(target_dir, "summary_performance_chelsa_pm10_100m.csv"), 
          row.names = FALSE)

write.csv(summary_pm25, 
          file = file.path(target_dir, "summary_performance_chelsa_pm25_100m.csv"), 
          row.names = FALSE)

4.4 버퍼 추출(1000m)과 XGBoost

### chelsa와 era5는 좌표계가 wgs84로 동일함.

list_monitors_chelsa <- lapply(names(ras_chelsa)[c(1,2,5)], function(var_name) {
  ext_res <- chopin::extract_at(
    x = ras_chelsa[[var_name]],
    y = sf_monitors_unique,
    id = "TMSID2",
    func = "mean",
    radius = 1000
  )
  dt_long <- melt(
    as.data.table(ext_res),
    id.vars = "TMSID2",
    variable.name = "date_str",
    value.name = var_name # 컬럼명을 해당 변수명으로 설정
  )
  dt_long[, date := as.IDate(stringr::str_extract(date_str, "\\d{8}$"), format = "%Y%m%d")]
  dt_long[, .(TMSID2, date, get(var_name))] %>% setnames("V3", var_name)
})

# 2. 모든 변수 리스트를 하나의 Data Table로 병합
# TMSID2와 date를 기준으로 순차적 Join 수행
dt_monitors_chelsa <- purrr::reduce(list_monitors_chelsa, function(x, y) {
  merge(x, y, by = c("TMSID2", "date"), all = TRUE)
})

# 3. 정렬
setorder(dt_monitors_chelsa, TMSID2, date)

# 4. dt_daily와 합치기
dt_daily_chelsa <- merge(
  x = dt_daily, 
  y = dt_monitors_chelsa, 
  by = c("TMSID2", "date"), 
  all.x = TRUE
)

trees = (n_estimators): 학습 과정에서 생성된 decision tree의 총 개수

tree_depth = (max_depth): 개별 나무가 아래로 얼마나 깊게 내려갈지를 결정하는 최대 층수.

learn_rate = (eta): 각 단계에서 새로 생성된 나무의 기여도를 얼마나 반영할지 결정하는 학습률.

mtry = (colsample_bytree): 각 노드를 분할할 때 무작위로 후보군에 포함시킬 독립 변수의 개수.

min_n = (min_child_weight): 노드가 더 분할되기 위해 해당 노드에 포함되어야 하는 최소 관측치 수.

df_model_full <- st_as_sf(dt_daily_chelsa)

# 예측 변수군 (Targets)
target_vars <- c("PM10", "PM25", 
                 grep("^PM10_", names(df_model_full), value = TRUE), 
                 grep("^PM25_", names(df_model_full), value = TRUE))

# 예측에 사용할 변수군 (Predictors)
loc_topo_vars <- c("site_type", "d_road", "dsm", "dem", "mtpi", "mtpi_1km")
landuse_vars  <- grep("^lc_", names(df_model_full), value = TRUE)
meteo_vars    <- c("temp_2m", "solar_rad", "precip")

# 모든 식별자 및 보조 정보 (학습 제외 대상)
id_vars <- c("TMSID", "TMSID2", "date", "year", "month", "day", 
             "date_start", "date_end", "coords_google")

# 데이터 정제 (select 시 id_vars를 모두 포함)
df_model_refined <- df_model_full %>%
  select(any_of(id_vars), all_of(target_vars), 
         all_of(loc_topo_vars), all_of(landuse_vars), 
         all_of(meteo_vars)) %>%
  filter(!is.na(site_type))

df_train_full <- df_model_refined %>% filter(year < 2023)
df_test_full  <- df_model_refined %>% filter(year == 2023)

Sys.setenv(R_FUTURE_GLOBALS_MAXSIZE = "100000000000") 
options(future.globals.maxSize = 100 * 1024^3)
plan(mirai_multisession, workers = 5)

# 0. 식별자 리스트 정의 (Recipe 에러 방지용)
id_vars_pool <- c("TMSID", "TMSID2", "date", "year", "month", "day", "date_start", "date_end", "coords_google")

# 1. 타겟 정의
pm10_targets <- c("PM10", grep("^PM10_", names(df_train_full), value = TRUE))
pm25_targets <- c("PM25", grep("^PM25_", names(df_train_full), value = TRUE))
all_targets  <- c(pm10_targets, pm25_targets)

message(paste(">>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟:", length(all_targets), ")"))

>>> 병렬 튜닝 시작 (Workers: 5, Nthread: 8 / 총 타겟: 20 )

# 2. 병렬 루프 수행 (성능 지표 + 최적 파라미터 기록)
tuning_results_list <- furrr::future_map(all_targets, function(target) {
  options(future.globals.maxSize = 100 * 1024^3)
  
  suppressPackageStartupMessages({
    library(sf)
    library(tidymodels)
    library(spatialsample)
    library(finetune)
    library(xgboost)
    library(dplyr)
    library(tidyr)
    library(vip)
  })
  
  # 데이터 준비
  df_train_sub <- df_train_full %>% filter(!is.na(!!sym(target)))
  df_test_sub  <- df_test_full %>% filter(!is.na(!!sym(target)))
  
  set.seed(123)
  target_folds <- spatial_block_cv(df_train_sub, v = 5)
  
  # 레시피 설정
  target_recipe <- recipe(formula(paste(target, "~ .")), data = df_train_sub) %>%
    update_role(any_of(id_vars_pool), geometry, new_role = "ID") %>%
    update_role(all_of(all_targets), new_role = "target_pool") %>%
    update_role(all_of(target), new_role = "outcome") %>%
    step_rm(has_role("target_pool"), -has_role("outcome")) %>% 
    step_unknown(all_nominal_predictors(), new_level = "unknown") %>%
    step_novel(all_nominal_predictors()) %>%
    step_impute_median(all_numeric_predictors()) %>% 
    step_dummy(all_nominal_predictors()) %>%
    step_zv(all_predictors())
  
  # 모델 사양
  target_spec <- boost_tree(
    trees = 500,
    tree_depth = tune(),
    learn_rate = tune(),
    mtry = tune(),
    min_n = tune(),
    loss_reduction = tune()
  ) %>% 
    set_engine("xgboost", tree_method = "hist", nthread = 8) %>% 
    set_mode("regression")
  
  target_wf <- workflow() %>% add_recipe(target_recipe) %>% add_model(target_spec)
  
  # Race ANOVA 튜닝
  set.seed(123)
  target_tune_res <- tune_race_anova(
    target_wf,
    resamples = target_folds,
    grid = 25,
    metrics = metric_set(rmse, mae, rsq),
    control = control_race(save_pred = FALSE, verbose_elim = FALSE)
  )
  
  # 최적 파라미터 추출
  best_p <- select_best(target_tune_res, metric = "rmse")
  
  # 최종 모델 학습 및 검증
  final_fit_res <- finalize_workflow(target_wf, best_p) %>% fit(data = df_train_sub)
  
  # 변수 중요도 추출 (상위 10개
  vi_data <- final_fit_res %>%
    extract_fit_parsnip() %>%
    vi() %>%
    slice_max(Importance, n = 10) %>%
    mutate(vi_combined = paste0(Variable, "(", round(Importance, 4), ")")) %>%
    summarise(top_features = paste(vi_combined, collapse = ", "))
  
  # 성능 지표 산출 및 파라미터 결합
  metrics <- predict(final_fit_res, df_test_sub) %>%
    bind_cols(df_test_sub %>% st_drop_geometry() %>% select(all_of(target))) %>%
    metric_set(rmse, mae, rsq)(truth = !!sym(target), estimate = .pred) %>%
    select(.metric, .estimate) %>%
    pivot_wider(names_from = .metric, values_from = .estimate) %>%
    mutate(
      target_variable = target,
      importance_top10 = vi_data$top_features) %>%
    bind_cols(best_p %>% select(-.config))
  
  gc()
  return(metrics)
  
}, .options = furrr::furrr_options(
     seed = TRUE, 
     globals = list(df_train_full = df_train_full, 
                    df_test_full = df_test_full,
                    id_vars_pool = id_vars_pool,
                    all_targets = all_targets),
     packages = c("tidymodels", "spatialsample", "finetune", "xgboost", "dplyr", "tidyr", "sf", "vip")
   ))

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"
i Creating pre-processing data to finalize 1 unknown parameter: "mtry"

# 3. 결과 통합
all_results_df <- bind_rows(tuning_results_list)

summary_pm10 <- all_results_df %>% filter(target_variable %in% pm10_targets) %>% arrange(rmse)
summary_pm25 <- all_results_df %>% filter(target_variable %in% pm25_targets) %>% arrange(rmse)

print("--- PM10 모델 성능 순위 ---")

[1] "--- PM10 모델 성능 순위 ---"

print(summary_pm10)

# A tibble: 10 × 10
    rmse   mae   rsq target_variable
   <dbl> <dbl> <dbl> <chr>          
 1  12.8  9.68 0.389 PM10_A7        
 2  14.5 10.5  0.348 PM10_C7        
 3  15.7 11.8  0.291 PM10_A3        
 4  16.3 11.2  0.326 PM10_B7        
 5  18.0 12.6  0.263 PM10_C3        
 6  18.9 14.2  0.211 PM10_A1        
 7  20.3 13.3  0.243 PM10_B3        
 8  21.6 14.9  0.190 PM10_C1        
 9  25.2 15.7  0.168 PM10_B1        
10  27.6 16.8  0.119 PM10           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.4761), solar_rad(0.1753), precip(0.1076), mtpi_1km(0.0529), dsm(0.…
 2 temp_2m(0.4566), solar_rad(0.1718), precip(0.1012), mtpi_1km(0.0591), d_road…
 3 temp_2m(0.4258), solar_rad(0.212), precip(0.1238), mtpi_1km(0.0503), mtpi(0.…
 4 temp_2m(0.4542), solar_rad(0.1734), precip(0.1028), mtpi_1km(0.0576), d_road…
 5 temp_2m(0.4184), solar_rad(0.2131), precip(0.1215), mtpi_1km(0.053), mtpi(0.…
 6 temp_2m(0.406), solar_rad(0.2492), precip(0.1205), mtpi_1km(0.0466), mtpi(0.…
 7 temp_2m(0.4184), solar_rad(0.2166), precip(0.1193), mtpi_1km(0.0524), mtpi(0…
 8 temp_2m(0.3986), solar_rad(0.2475), precip(0.121), mtpi_1km(0.0491), mtpi(0.…
 9 temp_2m(0.3974), solar_rad(0.2539), precip(0.1195), mtpi_1km(0.0466), mtpi(0…
10 temp_2m(0.3906), solar_rad(0.2618), precip(0.1), mtpi_1km(0.0434), dsm(0.030…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    35     6          8    0.00866   0.0000000249
 2    37    24         10    0.00681   0.127       
 3    37    24         10    0.00681   0.127       
 4    37    24         10    0.00681   0.127       
 5    37    24         10    0.00681   0.127       
 6    37    24         10    0.00681   0.127       
 7    37    24         10    0.00681   0.127       
 8    37    24         10    0.00681   0.127       
 9    37    24         10    0.00681   0.127       
10    37    24         10    0.00681   0.127       

print("--- PM25 모델 성능 순위 ---")

[1] "--- PM25 모델 성능 순위 ---"

print(summary_pm25)

# A tibble: 10 × 10
    rmse   mae   rsq target_variable
   <dbl> <dbl> <dbl> <chr>          
 1  6.71  5.15 0.280 PM25_A7        
 2  7.53  5.54 0.270 PM25_C7        
 3  7.66  5.61 0.266 PM25_B7        
 4  8.36  6.47 0.204 PM25_A3        
 5  9.49  6.91 0.191 PM25_C3        
 6  9.61  6.96 0.189 PM25_B3        
 7 10.3   7.98 0.130 PM25_A1        
 8 11.7   8.43 0.122 PM25_C1        
 9 11.9   8.51 0.118 PM25_B1        
10 11.9   8.52 0.119 PM25           
   importance_top10                                                             
   <chr>                                                                        
 1 temp_2m(0.4439), solar_rad(0.2463), mtpi_1km(0.0445), dem(0.0268), dsm(0.026…
 2 temp_2m(0.4535), solar_rad(0.2376), mtpi_1km(0.0459), precip(0.0275), dem(0.…
 3 temp_2m(0.4499), solar_rad(0.2372), mtpi_1km(0.0468), precip(0.0308), dem(0.…
 4 temp_2m(0.4167), solar_rad(0.2779), mtpi_1km(0.0432), precip(0.041), dem(0.0…
 5 temp_2m(0.4331), solar_rad(0.2567), precip(0.0486), mtpi_1km(0.0445), dem(0.…
 6 temp_2m(0.4357), solar_rad(0.255), precip(0.0502), mtpi_1km(0.046), dem(0.02…
 7 temp_2m(0.4065), solar_rad(0.3009), precip(0.0477), mtpi_1km(0.0405), dem(0.…
 8 temp_2m(0.4148), solar_rad(0.2862), precip(0.0547), mtpi_1km(0.0414), dem(0.…
 9 temp_2m(0.42), solar_rad(0.2841), precip(0.0542), mtpi_1km(0.043), dem(0.028…
10 temp_2m(0.4191), solar_rad(0.2826), precip(0.0539), mtpi_1km(0.0432), dem(0.…
    mtry min_n tree_depth learn_rate loss_reduction
   <int> <int>      <int>      <dbl>          <dbl>
 1    37    24         10    0.00681          0.127
 2    37    24         10    0.00681          0.127
 3    37    24         10    0.00681          0.127
 4    37    24         10    0.00681          0.127
 5    37    24         10    0.00681          0.127
 6    37    24         10    0.00681          0.127
 7    37    24         10    0.00681          0.127
 8    37    24         10    0.00681          0.127
 9    37    24         10    0.00681          0.127
10    37    24         10    0.00681          0.127

write.csv(summary_pm10, 
          file = file.path(target_dir, "summary_performance_chelsa_pm10_1000m.csv"), 
          row.names = FALSE)

write.csv(summary_pm25, 
          file = file.path(target_dir, "summary_performance_chelsa_pm25_1000m.csv"), 
          row.names = FALSE)